Patent Publication Number: US-2017371511-A1

Title: Speed/positional mode translations

Description:
CROSS-REFERENCE TO RELATED APPLICATIONS 
     This application is a continuation of U.S. patent application Ser. No. 11/818,397 (now U.S. Publication No. 2008-0309626), filed on Jun. 13, 2007, the entire disclosure of which is incorporated herein by reference for all purposes. 
    
    
     FIELD 
     This relates to gestures detectable at the surface of a touch sensor panel, and more particularly, to the detection of finger gestures to invoke position control and motion continuation modes. 
     BACKGROUND 
     There exist today many styles of input devices for performing operations in a computer system. The operations generally correspond to moving a cursor and making selections on a display screen. The operations can also include paging, scrolling, panning, zooming, etc. By way of example, the input devices can include buttons, switches, keyboards, mice, trackballs, touch pads, joy sticks, touch screens and the like. Each of these devices has advantages and disadvantages that can be taken into account when designing a computer system. 
     With touch pad instruments such as touch pads on a personal laptop computer, the movement of the input pointer on a display generally corresponds to the relative movements of the user&#39;s finger (or stylus) as the finger is moved along a surface of the touch pad. Touch screens, on the other hand, are a type of display screen that can include a touch-sensitive transparent panel (or “skin”) that can overlay the display screen. When using a touch screen, a user typically makes a selection on the display screen by pointing directly to objects (such as graphical user interface (GUI) objects) displayed on the screen (usually with a stylus or finger). 
     To provide additional functionality, finger and hand gestures have been implemented with some of these input devices. By way of example, a position control mode can be performed by touching one or more fingers down on the sensor panel and moving them around, and motion continuation modes such as scrolling or dragging can be initiated by using finger motion at the edge of the touch pad. These modes are described in U.S. Pat. No. 6,323,846 entitled “Method and Apparatus for Integrating Manual Input,” the contents of which are incorporated by reference herein for all purposes. However, heretofore it has been relatively difficult to switch between position control and motion continuation modes. 
     SUMMARY 
     This relates to gestures detectable by a sensor panel for converting from a position control mode to a motion continuation mode. A position control mode can be invoked when the user substantially simultaneously places two or more fingers upon sensor panel, either near or over a cursor or object. Alternatively, the fingers can be placed down anywhere on a sensor panel, and a cursor can appear near or under the fingers. As long as the two or more fingers remain touching the sensor panel, the fingers can be moved around to effect position control on the object or cursor. 
     A motion continuation mode, which can include the scrolling of a viewable area or the dragging of a cursor or object, can be invoked when one or more fingers are lifted off, but at least one finger remains in contact with the sensor panel. This liftoff of fingers can be performed anywhere on the sensor panel, or can be limited to the edge of the sensor panel (where one or more fingers can be expected to move off the sensor panel to effectively create a liftoff condition). The latter can be detected in part by recognizing edge zones. Alternatively, if two or more fingers are detected in an edge zone, the motion continuation mode can be invoked even though no fingers are lifted. In other embodiments, the motion continuation mode can be invoked when one or more additional fingers are touched down on the sensor panel while the already-touching fingers remain in contact with the sensor panel, or the already-touching fingers are pushed down with more force or otherwise flattened against the sensor panel. 
     If the motion continuation mode is invoked as described above, scrolling of the viewable area or dragging of the cursor or object can continue in a particular direction. The remaining touching fingers do not have to continue moving. The speed and direction of the scrolling or dragging can be initially established by the speed and direction of the touching fingers at the time the motion continuation mode was invoked. Memory can be required to auto-regressively store finger velocity and direction so that when the motion continuation mode is invoked, the last stored velocity and direction can be retrieved, and the cursor or object can continue to move with the stored velocity in the stored direction. 
     When the motion continuation mode is invoked, a virtual control ring or joystick can be generated to provide enhanced motion continuation capabilities. The virtual control ring can be used as a joystick to navigate within a document, photo, web page, e-mail list, address book, calendar, game, and the like, especially on small touchscreens. The virtual control ring can be formed with a velocity vector pointed in the direction of finger movement at the time the motion continuation mode is invoked, and having a magnitude proportional to the velocity of the finger at the time the motion continuation mode was invoked. Back calculations based on the velocity of the finger at the time motion continuation was invoked can be performed to determine a zero velocity “null” or center position of the virtual control ring. The tip of velocity vector can be coincident with the calculated centroid of the patch generated by the finger. The virtual control ring can follow finger movement after the motion continuation mode is invoked. 
     If, during the motion continuation mode, one or more fingers are lifted off the sensor panel, scrolling or dragging can cease. If one or more fingers are put back down, normal cursor position control or object position control (dragging) can once again be invoked. Thus, the user can easily choose between cursor position control for fine positioning within the viewable area and motion continuation of a cursor or object for navigation over large distances. 
    
    
     
       BRIEF DESCRIPTION OF THE DRAWINGS 
         FIG. 1 a    illustrates an exemplary computing system that can detect finger and hand motions and switch between position control and motion continuation modes according to one embodiment of this invention. 
         FIG. 1 b    is a block diagram of the exemplary host processor of  FIG. 1 a    and connected devices according to one embodiment of this invention. 
         FIG. 2 a    illustrates an exemplary mutual capacitance touch sensor panel according to one embodiment of this invention. 
         FIG. 2 b    is a side view of an exemplary pixel in a steady-state (no-touch) condition according to one embodiment of this invention. 
         FIG. 2 c    is a side view of an exemplary pixel in a dynamic (touch) condition according to one embodiment of this invention. 
         FIG. 3  is an exemplary multipoint processing method according to one embodiment of this invention. 
         FIGS. 4 a  and 4 b    illustrate an exemplary image in time according to one embodiment of this invention. 
         FIG. 5  illustrates an exemplary group of features according to one embodiment of this invention. 
         FIG. 6  illustrates an exemplary parameter calculation method according to one embodiment of this invention. 
         FIG. 7  illustrates several exemplary conversions from a position control mode to a motion continuation mode according to embodiments of this invention. 
         FIG. 8  illustrates several other exemplary conversions from a position control mode to a motion continuation mode according to embodiments of the invention. 
         FIGS. 9 a -9 h    illustrate the operation of an exemplary virtual control ring that can be generated during the motion continuation mode according to one embodiment of this invention. 
         FIG. 10 a    illustrates an exemplary mobile telephone that can include a touch sensor panel, display device, and other computing system blocks in the computing system of  FIG. 1  that can detect finger and hand motions and switch between position control and motion continuation modes according to one embodiment of this invention. 
         FIG. 10 b    illustrates an exemplary digital audio/video player that can include a touch sensor panel, display device, and other computing system blocks in the computing system of  FIG. 1  that can detect finger and hand motions and switch between position control and motion continuation modes according to one embodiment of this invention. 
     
    
    
     DETAILED DESCRIPTION 
     In the following description of preferred embodiments, reference is made to the accompanying drawings which form a part hereof, and in which it is shown by way of illustration specific embodiments in which the invention can be practiced. It is to be understood that other embodiments can be used and structural changes can be made without departing from the scope of the embodiments of this invention. 
     This relates to gestures detectable by a sensor panel for converting from a position control mode to a motion continuation mode. A position control mode can be invoked when the user substantially simultaneously places two or more fingers upon sensor panel, either near or over a cursor or object. As long as the two or more fingers remain touching the sensor panel, the fingers can be moved around to effect position control on the object or cursor. A motion continuation mode, which can include scrolling of a viewable area or dragging of a cursor or object, can be invoked when one or more fingers are lifted off (but at least one finger remains in contact with the sensor panel). This liftoff of fingers can be performed anywhere on the sensor panel, or can be limited to the edge of the sensor panel (where one or more fingers can be expected to move off the sensor panel to effectively create a liftoff condition). 
     If the motion continuation mode is invoked, scrolling of the viewable area or dragging of the cursor or object can continue in accordance with the speed and direction of the touching fingers at the time the motion continuation mode was invoked. The remaining touching fingers do not have to continue moving. When the motion continuation mode is invoked, a virtual control ring or joystick can be generated to provide enhanced motion continuation capabilities. The virtual control ring can be formed with a velocity vector pointed in the direction of finger movement at the time the motion continuation mode is invoked, and having a magnitude proportional to the velocity of the finger at the time the motion continuation mode was invoked. The virtual control ring can be used as a joystick to navigate within a document, photo, web page, e-mail list, address book, calendar, game, and the like, especially on small touchscreens. 
     If, during the motion continuation mode, one or more fingers are lifted off the sensor panel, scrolling or dragging can cease. If one or more fingers are put back down, normal cursor position control or object position control (scrolling and dragging) can once again be invoked. Thus, the user can easily choose between cursor position control for fine positioning on the viewable area and motion continuation of a cursor or an object for navigation over large distances. 
     Although some embodiments of this invention may be described generally herein in terms of touchscreens (touch sensor panels combined with display devices), it should be understood that embodiments of the invention can be applicable to touch tablets and other keyboards without a display device. In addition, although embodiments of the invention may be described herein in terms of certain fingers, it should be understood that any combinations of fingers can be used. 
       FIG. 1 a    illustrates exemplary computing system  100  that can detect finger and hand motions and switch between position control and motion continuation modes according to embodiments of the invention. Computing system  100  can include one or more panel processors  102  and peripherals  104 , and panel subsystem  106 . One or more panel processors  102  can include, for example, ARM968 processors or other processors with similar functionality and capabilities. However, in other embodiments, the panel processor functionality can be implemented instead by dedicated logic, such as a state machine. One or more panel processors  102  or host processor  128  can execute software or firmware implementing the algorithm for detecting finger and hand motions and switching between position control and motion continuation modes according to embodiments of the invention. Peripherals  104  can include, but are not limited to, random access memory (RAM) or other types of memory or storage, watchdog timers and the like. Panel subsystem  106  can include, but is not limited to, one or more analog channels  108 , channel scan logic  110  and driver logic  114 . Channel scan logic  110  can access RAM  112 , autonomously read data from the analog channels and provide control for the analog channels. In addition, channel scan logic  110  can control driver logic  114  to generate stimulation signals  116  at one or more frequencies and phases that can be selectively applied to rows of touch sensor panel  124 . In some embodiments, panel subsystem  106 , panel processor  102  and peripherals  104  can be integrated into a single application specific integrated circuit (ASIC). 
     Touch sensor panel  124  can include a capacitive sensing medium having a plurality of row traces or driving lines and a plurality of column traces or sensing lines, although other sensing media can also be used. The row and column traces can be formed from a transparent conductive medium such as Indium Tin Oxide (ITO) or Antimony Tin Oxide (ATO), although other transparent and non-transparent materials such as copper can also be used. In some embodiments, the row and column traces can be perpendicular to each other, although in other embodiments other non-Cartesian orientations are possible. For example, in a polar coordinate system, the sensing lines can be concentric circles and the driving lines can be radially extending lines (or vice versa). It should be understood, therefore, that the terms “row” and “column,” “first dimension” and “second dimension,” or “first axis” and “second axis” as used herein are intended to encompass not only orthogonal grids, but the intersecting traces of other geometric configurations having first and second dimensions (e.g. the concentric and radial lines of a polar-coordinate arrangement). The rows and columns can be formed on a single side of a substantially transparent substrate separated by a substantially transparent dielectric material, on opposite sides of the substrate, or on two separate substrates separated by the dielectric material. 
     At the “intersections” of the traces, where the traces pass above and below (cross) each other (but do not make direct electrical contact with each other), the traces can essentially form two electrodes (although more than two traces could intersect as well) representing a capacitive sensor. Each capacitive sensor can be viewed as picture element (pixel)  126 , which can be particularly useful when touch sensor panel  124  is viewed as capturing an “image” of touch over a frame (one complete scan of the panel). (In other words, after panel subsystem  106  has determined whether a touch event has been detected at each touch sensor in the touch sensor panel, the pattern of touch sensors in the multi-touch panel at which a touch event occurred can be viewed as an “image” of touch (e.g. a pattern of fingers touching the panel).) The capacitance between row and column electrodes appears as a stray capacitance when the given row is held at direct current (DC) voltage levels and as a mutual signal capacitance Csig when the given row is stimulated with an alternating current (AC) signal. The presence of a finger or other object near or on the touch sensor panel can be detected by measuring changes to a signal charge Qsig present at the pixels being touched, which is a function of Csig. Each column of touch sensor panel  124  can drive one or more analog channels  108  (also referred to herein as an event detection and demodulation circuit) in panel subsystem  106 . Each analog channel  108  can generate a value representative of an amount of touch being sensed at the connected column, which can be indicative of a touch event at one or more pixels along that column. Touch sensor panel  124  can include single-touch or multi-touch sensor panels, the latter of which is described in Applicant&#39;s co-pending U.S. application Ser. No. 10/842,862 entitled “Multipoint Touchscreen,” filed on May 6, 2004 and published as U.S. Published Application No. 2006/0097991 on May 11, 2006, the contents of which are incorporated by reference herein. 
     Computing system  100  can correspond to a personal computer system, such as a desktop, laptop, tablet or handheld computer. Computing system  100  can also correspond to a computing device, such as a mobile telephone, personal digital assistant (PDA), dedicated media player, consumer electronic device, and the like. Computing system  100  can include host processor  128  for receiving outputs from panel processor  102  and performing actions based on the outputs that can include, but are not limited to, moving an object such as a cursor or pointer, scrolling or panning, adjusting control settings, opening a file or document, viewing a menu, making a selection, executing instructions, operating a peripheral device connected to the host device, answering a telephone call, placing a telephone call, terminating a telephone call, changing the volume or audio settings, storing information related to telephone communications such as addresses, frequently dialed numbers, received calls, missed calls, logging onto a computer or a computer network, permitting authorized individuals access to restricted areas of the computer or computer network, loading a user profile associated with a user&#39;s preferred arrangement of the computer desktop, permitting access to web content, launching a particular program, encrypting or decoding a message, and/or the like. Host processor  128  can also perform additional functions that may not be related to panel processing, and can be coupled to program storage  132  and display device  130  such as an LCD display for providing a UI to a user of the device. 
       FIG. 1 b    is a block diagram of the exemplary host processor  128  of  FIG. 1 a    and connected devices according to embodiments of the invention. Host processor  128  can be configured to execute instructions and to carry out operations associated with computing system  100 . For example, using instructions retrieved from program storage  132 , host processor  100  can control the reception and manipulation of input and output data between components of computing system  100 . Host processor  128  can be implemented on a single-chip, multiple chips or multiple electrical components. For example, various architectures can be used for host processor  128 , including a dedicated or embedded processor, a single purpose processor, controller, application specific integrated circuit (ASIC), and so forth. 
     In most cases, processor  128  together with an operating system (OS) can operate to execute computer code and produce and use data. OSs are generally well known and will not be described in greater detail. By way of example, the OS can correspond to OS/2, DOS, Unix, Linux, Palm OS, and the like. The OS can also be a special purpose OS, such as can be used for limited purpose appliance-type computing devices. The OS, other computer code and data can reside within memory block  132  that is operatively coupled to processor  128 . Memory block  132  can generally provide a place to store computer code and data that are used by computing system  100 . By way of example, memory block  132  can include Read-Only Memory (ROM), RAM, one or more hard disk drives and/or the like. The information can also reside on a removable storage medium and loaded or installed onto computing system  100  when needed. Removable storage mediums can include, for example, CD-ROMs, PC-CARDs, memory cards, floppy disks, magnetic tape, and a network component. 
     Computing system  100  can also include display device  130  that can be operatively coupled to processor  128 . Display device  130  can be a liquid crystal display (LCD) (e.g., active matrix, passive matrix and the like). Alternatively, display device  130  can be a monitor such as a monochrome display, color graphics adapter (CGA) display, enhanced graphics adapter (EGA) display, variable-graphics-array (VGA) display, super VGA display, cathode ray tube (CRT), and the like. Display device  130  can also correspond to a plasma display or a display implemented with electronic inks. 
     Display device  130  can be configured to display GUI  118  that can provide an easy to use interface between a user of the computer system and the operating system or application running thereon. Generally speaking, GUI  118  can represent programs, files and operational options with graphical images, objects, or vector representations. The graphical images can include windows, fields, dialog boxes, menus, icons, buttons, cursors, scroll bars, etc. Such images can be arranged in predefined layouts, or can be created dynamically to serve the specific actions being taken by a user. During operation, the user can select and/or activate various graphical images in order to initiate functions and tasks associated therewith. By way of example, a user can select a button that opens, closes, minimizes, or maximizes a window, or an icon that launches a particular program. GUI  118  can additionally or alternatively display information, such as non interactive text and graphics, for the user on display device  130 . 
     Computing system  100  can also include input device  120  that can be operatively coupled to processor  128 . Input device  120  can be configured to transfer data from the outside world into computing system  100 . Input device  120  can, for example, be used to perform tracking and to make selections with respect to GUI  118  on display  130 . Input device  120  can also be used to issue commands in computing system  100 . Input device  120  can include a touch sensing device such as touch sensor panel  124 , configured to receive input from a user&#39;s touch and send this information to processor  128  through panel subsystem  106 . In many cases, the touch-sensing device can recognize touches as well as the position and magnitude of touches on a touch sensitive surface. The touch sensing device can detect and report the touches to processor  128 , and processor  128  can interpret the touches in accordance with its programming. For example, processor  128  can initiate a task in accordance with a particular touch. A dedicated processor can be used to process touches locally and reduce demand for the main processor of the computing system. 
     The touch sensing device can be based on sensing technologies including but not limited to capacitive sensing, resistive sensing, surface acoustic wave sensing, pressure sensing, optical sensing, and/or the like. Furthermore, the touch sensing means can be based on single point sensing or multipoint sensing. Single point sensing is capable of only distinguishing a single touch, while multipoint sensing is capable of distinguishing multiple touches that occur at the same time. 
     As discussed above, input device  120  can be a touch screen that can be positioned over or in front of display  130 , integrated with display device  130 , or can be a separate component, such as a touch pad. 
     Computing system  100  can also include capabilities for coupling to one or more I/O devices  122 . By way of example, I/O devices  122  can correspond to keyboards, printers, scanners, cameras, microphones, speakers, and/or the like. I/O devices  122  can be integrated with computing system  100  or they can be separate components (e.g., peripheral devices). In some cases, I/O devices  122  can be connected to computing system  100  through wired connections (e.g., cables/ports). In other cases, I/O devices  122  can be connected to computing system  100  through wireless connections. By way of example, the data link can correspond to PS/2, USB, IR, Firewire, RF, Bluetooth or the like. 
     According to embodiments of the invention, computing system  100  can be designed to recognize gestures  134  applied to input device  120  and to control aspects of computing system  100  based on the gestures. In some cases, a gesture can be defined as a stylized interaction with an input device that can be mapped to one or more specific computing operations. Gestures  134  can be made through various hand, and more particularly finger motions. Alternatively or additionally, the gestures can be made with a stylus. In all of these cases, input device  120  can receive gestures  134 , and processor  128  can execute instructions to carry out operations associated with the gestures  134 . In addition, memory block  132  can include gesture operational program  136 , which can be part of the OS or a separate application. Gesture operation program  136  can generally include a set of instructions that can recognize the occurrence of gestures  134  and can inform one or more software agents of the gestures and/or what action(s) to take in response to the gestures. Additional details regarding the various gestures that can be used as input commands are discussed further below. 
     Upon a user performing one or more gestures, input device  120  can relay gesture information to processor  128 . Using instructions from memory  132 , and more particularly, gesture operational program  136 , processor  128  can interpret the gestures  134  and control different components of computing system  100 , such as memory  132 , display  130  and I/O devices  122 , based on the gestures. Gestures  134  can be identified as commands for performing actions in applications stored in memory  132 , modifying image objects shown on display  130 , modifying data stored in memory  132 , and/or for performing actions in I/O devices  122 . 
     Note that although  FIG. 1 b    illustrates input device  120  and display  130  as two separate boxes for illustration purposes, the two boxes can be realized on one device. It should also be noted that, while  FIG. 1 a    illustrates dedicated panel processor  102 , panel subsystem  106  can be controlled directly by the host processor  128 . Additionally, it should also be noted that touch sensor panel  124  and display device  130  can be integrated into a single touch screen display device. 
       FIG. 2 a    illustrates exemplary mutual capacitance touch sensor panel  200  according to embodiments of the invention.  FIG. 2 a    indicates the presence of a stray capacitance Cstray at each pixel  202  located at the intersection of a row  204  and a column  206  trace (although Cstray for only one column is illustrated in  FIG. 2  for purposes of simplifying the figure). In the example of  FIG. 2 a   , AC stimuli Vstim  214 , Vstim  215  and Vstim  217  can be applied to several rows, while other rows can be connected to DC. Vstim  214 , Vstim  215  and Vstim  217  can be at different frequencies and phases, as will be explained later. Each stimulation signal on a row can cause a charge Qsig=Csig×Vstim to be injected into the columns through the mutual capacitance present at the affected pixels. A change in the injected charge (Qsig_sense) can be detected when a finger, palm or other object is present at one or more of the affected pixels. Vstim signals  214 ,  215  and  217  can include one or more pulse trains  216 , and each pulse train can include a particular number of a number of pulses. Although pulse trains  216  are shown as square waves, other waveshapes such as sine waves can also be employed. Note that although  FIG. 2 a    illustrates rows  204  and columns  206  as being substantially perpendicular, they need not be so aligned, as described above. As described above, each column  206  can be connected to an analog channel (see analog channels  108  in  FIG. 1 ). 
       FIG. 2 b    is a side view of exemplary pixel  202  in a steady-state (no-touch) condition according to embodiments of the invention. In  FIG. 2 b   , an electric field of electric field lines  208  of the mutual capacitance between column  206  and row  204  traces or electrodes separated by dielectric  210  is shown. 
       FIG. 2 c    is a side view of exemplary pixel  202  in a dynamic (touch) condition. In  FIG. 2 c   , finger  212  has been placed near pixel  202 . Finger  212  is a low-impedance object at signal frequencies, and has an AC capacitance Cfinger from the column trace  204  to the body. The body has a self-capacitance to ground Cbody of about 200 pF, where Cbody is much larger than Cfinger. If finger  212  blocks some electric field lines  208  between the row and column electrodes (those fringing fields that exit the dielectric and pass through the air above the row electrode), those electric field lines are shunted to ground through the capacitance path inherent in the finger and the body, and as a result, the steady state signal capacitance Csig is reduced by ΔCsig. In other words, the combined body and finger capacitance act to reduce Csig by an amount ΔCsig (which can also be referred to herein as Csig_sense), and can act as a shunt or dynamic return path to ground, blocking some of the electric fields as resulting in a reduced net signal capacitance. The signal capacitance at the pixel becomes Csig−ΔCsig, where Csig represents the static (no touch) component and ΔCsig represents the dynamic (touch) component. Note that Csig−ΔCsig may always be nonzero due to the inability of a finger, palm or other object to block all electric fields, especially those electric fields that remain entirely within the dielectric material. In addition, it should be understood that as a finger is pushed harder or more completely onto the multi-touch panel, the finger can tend to flatten, blocking more and more of the electric fields, and thus ΔCsig can be variable and representative of how completely the finger is pushing down on the panel (i.e. a range from “no-touch” to “full-touch”). 
     Further details of multi-touch sensor detection, including proximity detection by a touch panel, are described in commonly assigned and co-pending (1) U.S. application Ser. No. 10/840,862 entitled “Multipoint Touchscreen,” which was published on May 11, 2006 as U.S. Publication No. US2006/0097991, (2) U.S. application Ser. No. 11/428,522 entitled “Identifying Contacts On A Touch Surface,” which was published on Oct. 26, 2006 as U.S. Publication No. US2006/0238522, and (3) U.S. application Ser. No. 11/649,998 entitled “Proximity and Multi-Touch Sensor Detection and Demodulation,” filed on Jan. 3, 2007, the entirety of each of which is hereby incorporated herein by reference. 
       FIG. 3  illustrates multipoint processing method  300  in accordance with embodiments of the invention. Multipoint processing method  300  can, for example, be performed with the system shown in  FIG. 1 a    or  FIG. 1 b   . Multipoint processing method  300  generally begins at block  302  where images can be read from a multipoint input device, and more particularly a multipoint touch screen. Although the term “image” may be used, it should be noted that the data can come in other forms. In most cases, the image read from the touch sensor panel can provide magnitude (Z) as a function of position (X and Y) for each sensing point or pixel of the touch sensor panel. The magnitude can, for example, reflect the capacitance measured at each point. 
     Following block  302 , multipoint processing method  300  proceeds to block  304 , where the image can be converted into a collection or list of features. Each feature can represent a distinct input such as a touch. In most cases, each feature can include its own unique identifier (ID), x coordinate, y coordinate, Z magnitude, angle Θ, area A, and the like. 
       FIGS. 4 a  and 4 b    illustrate an exemplary image  420  in time according to embodiments of the invention. In image  420 , there are two features  422  based on two distinct touches. The touches can for example be formed from a pair of fingers touching the touch screen. As shown, each feature  422  can include unique identifier (ID), x coordinate, y coordinate, Z magnitude, angle Θ, and area A. More particularly, the first feature  422 A can be represented by ID 1 , X 1 , Y 1 , Z 1 , Θ 1 , A 1  and the second feature  422 B can be represented by ID 2 , X 2 , Y 2 , Z 2 , Θ 2 , A 2 . This data can be outputted for example using a multi-touch protocol. 
     The conversion from data or images to features can be accomplished using methods described in copending U.S. application Ser. No. 10/840,862 titled “Multipoint Touchscreen.” As disclosed therein, the raw data can be received in a digitized form, and can include values for each node of the touch screen. The values can be between 0 and 256 where 0 equates to no touch pressure and 256 equates to full touch pressure. Thereafter, the raw data can be filtered to reduce noise. Once filtered, gradient data, which indicates the topology of each group of connected points, can be generated. Thereafter, the boundaries for touch regions can be calculated based on the gradient data (i.e., a determination can be made as to which points are grouped together to form each touch region). By way of example, a watershed algorithm can be used. Once the boundaries are determined, the data for each of the touch regions can be calculated (e.g., X, Y, Z, Θ, A). 
     Referring again to  FIG. 3 , following block  304 , multipoint processing method  300  proceeds to block  306  where feature classification and groupings can be performed. During classification, the identity of each of the features can be determined. For example, the features can be classified as a particular finger, thumb, palm or other object. Once classified, the features can be grouped. The manner in which the groups are formed can widely vary. In most cases, the features can be grouped based on some criteria (e.g., they carry a similar attribute). For example, the two features shown in  FIG. 4 a    and  FIG. 4 b    can be grouped together because each of these features is located in proximity to each other or because they are from the same hand. The grouping can include some level of filtering to filter out features that are not part of the touch event. In filtering, one or more features can be rejected because they either meet some predefined criteria or because they do not meet some predefined criteria. By way of example, one of the features can be classified as a thumb located at the edge of a tablet PC. Because the thumb is being used to hold the device rather than being used to perform a task, the feature generated therefrom can be rejected, i.e., is not considered part of the touch event being processed. 
     Following block  306 , multipoint processing method  300  proceeds to block  308  where key parameters for the feature groups can be calculated. The key parameters can include distance between features, X/Y centroid of all features, feature rotation, total pressure of the group (e.g., pressure at centroid), and the like. As shown in  FIG. 5 , the calculation can include finding the centroid C, drawing a virtual line  530  to each feature from the centroid C, defining the distance D for each virtual line (D 1  and D 2 ), and then averaging the distances D 1  and D 2 . Once the parameters are calculated, the parameter values can be reported. The parameter values can be typically reported with a group identifier (GID) and number of features within each group (in this case three). In most cases, both initial and current parameter values can be reported. The initial parameter values can be based on set down, i.e., when the user sets their fingers on the touch screen, and the current values can be based on any point within a stroke occurring after set down. 
     Referring again to  FIG. 3 , blocks  302 - 308  can be repetitively performed during a user stroke thereby generating a plurality of sequentially configured signals. The initial and current parameters can be compared in later steps to perform actions in the system. 
     Following block  308 , the process flow proceeds to block  310  where the group can be associated with a user interface (UI) element. UI elements can be buttons boxes, lists, sliders, wheels, knobs, etc. Each UI element can represent a component or control of the user interface. The application behind the UI element(s) can have access to the parameter data calculated in block  308 . In one implementation, the application can rank the relevance of the touch data to the UI element corresponding there to. The ranking can be based on some predetermined criteria. The ranking can include producing a figure of merit and, whichever UI element has the highest figure of merit, giving it sole access to the group. There can even be some degree of hysteresis as well (e.g., once one of the UI elements claims control of that group, the group sticks with the UI element until another UI element has a much higher ranking). By way of example, the ranking can include determining proximity of the centroid (or features) to the image object associated with the UI element. 
     Following block  310 , multipoint processing method  300  proceeds to blocks  312  and  314 . Blocks  312  and  314  can be performed approximately at the same time. From the user perspective, in one embodiment, blocks  312  and  314  appear to be performed concurrently. In block  312 , one or more actions can be performed based on differences between initial and current parameter values, and can also be based to a UI element to which they are associated, if any. In block  314 , user feedback pertaining to the one ore more action being performed can be provided. By way of example, user feedback can include display, audio, tactile feedback and/or the like. 
       FIG. 6  illustrates a parameter calculation method  650  in accordance with embodiments of the invention. Parameter calculation method  650  can, for example, correspond to block  308  shown in  FIG. 3 . The parameter calculation method  650  generally begins at block  652  where a group of features can be received. Following block  652 , the parameter calculation method  650  proceeds to block  654  where a determination can be made as to whether or not the number of features in the group of features has changed. For example, the number of features can have changed due to the user picking up or placing an additional finger. Different fingers can be needed to perform different controls (e.g., tracking, gesturing). If the number of features has changed, the parameter calculation method  650  proceeds to block  656  where the initial parameter values can be calculated. If the number stays the same, the parameter calculation method  650  proceeds to block  658  where the current parameter values can be calculated. Thereafter, the parameter calculation method  650  proceeds to block  660  where the initial and current parameter values can be reported. By way of example, the initial parameter values can contain the average initial distance between points (or Distance (AVG) initial) and the current parameter values can contain the average current distance between points (or Distance (AVG) current). These can be compared in subsequent steps in order to control various aspects of a computer system. 
     The above methods and techniques can be used to implement any number of GUI interface objects and actions. The detection and implementation of such gestures can be performed by a processor executing firmware or software. For example, a substantially simultaneous placement of two or more fingers upon a sensor panel, or the placement of two or more fingers upon the sensor panel in relatively close proximity to each other, can invoke a position control function. Changes to the fingers can then invoke a motion continuation mode. 
       FIG. 7  illustrates several exemplary conversions from a position control mode to motion continuation mode according to embodiments of the invention. In the example of  FIG. 7 , a position control mode can be invoked when the user places two or more fingers upon sensor panel  704  at original location  701 . In alternative embodiments, the placement of the two fingers onto the sensor panel can be performed substantially simultaneously and/or can be within a certain distance of each other to invoke the position control mode. Although two fingers (thumb  700  and index finger  702 ) are shown in  FIG. 7 , any two or more fingers can be used. In some embodiments, fingers  700  and  702  can be placed down near or over a cursor, icon. etc. (collectively referred to as an object)  706  to perform position control (movement) of the cursor or object. In other embodiments, fingers  700  and  702  can be placed down anywhere, and an object to be moved can appear near or under the fingers. As long as the two or more fingers remain touching the sensor panel, the fingers can be moved around to effect position control on the object. It should be understood that although  FIG. 7  illustrates a touchscreen embodiment with object  706  appearing near or under the user&#39;s fingers, in tablet or other non-touchscreen embodiments, images such as object  706  along with any other images can appear on a separate display device. 
     In embodiments of the invention illustrated in  FIG. 7 , a motion continuation mode, which can include scrolling or dragging, can be invoked when one or more fingers are lifted off, but at least one finger remains in contact with the sensor panel, while the two or more fingers are being moved along the sensor panel. This liftoff of fingers can be performed anywhere on the sensor panel, or can be limited to the edge of the sensor panel (where one or more fingers can be expected to move off the sensor panel to effectively create a liftoff condition). The latter can be detected in part by recognizing edge zones. In still another embodiment, if two or more fingers are detected in an edge zone, the cursor motion continuation mode can be invoked even though no fingers are lifted. 
       FIG. 7  illustrates a first exemplary situation where the user has maintained two fingers on the surface of the sensor panel (see patches or images of touch  718  and  720 ), but has moved the hand upward (see directional arrow  708 ) to first new location  703  until index finger  702  has moved off the sensor panel, leaving only thumb  700  touching the sensor panel. Note that position control has been in operation to this point, with object  706  moving along with the fingers. The movement of index finger  702  off the sensor panel can be interpreted as a finger liftoff, at which time a motion continuation mode (to be discussed in greater detail hereinafter) can be invoked. 
       FIG. 7  also illustrates a second exemplary situation where the user has maintained two fingers on the surface of the sensor panel, but has moved the hand to the left (see directional arrow  710 ) to second new location  705  until thumb  700  has moved off the sensor panel, leaving only index finger  702  touching the sensor panel. Note that position control has been in operation to this point, with object  706  moving along with the fingers. The movement of thumb  700  off the sensor panel can be interpreted as a finger liftoff, at which time the motion continuation mode can be invoked. 
       FIG. 7  also illustrates a third exemplary situation where the user maintains two fingers on the surface of the sensor panel while moving the hand downward (see directional arrow  712 ) to third new location  707  until a point in time at which thumb  700  lifts off the sensor panel, leaving only index finger  702  touching the sensor panel. Note that position control has been in operation to this point, with object  706  moving along with the fingers. Note also that in this example, neither finger was near the edge of the sensor panel. The liftoff of thumb  700  can invoke the motion continuation mode. 
       FIG. 7  also illustrates a fourth exemplary situation where the user maintains two fingers on the surface of the sensor panel while moving the hand to the right (see directional arrow  714 ) to fourth new location  709  until a point in time at which both thumb  700  and index finger  702  are touching edge zone  716  on the sensor panel. Note that position control has been in operation to this point, with object  706  moving along with the fingers. The detection of thumb  700  and index finger  702  in edge zone  716  can invoke the motion continuation mode, even though neither finger has lifted off the sensor panel. 
       FIG. 8  illustrates several other exemplary conversions from a position control mode to a motion continuation mode according to embodiments of the invention. In the example of  FIG. 8 , a position control mode can be invoked when the user places two or more fingers upon sensor panel  804  at original location  801 . In alternative embodiments, the placement of the two fingers onto the sensor panel can be performed substantially simultaneously and/or can be within a certain distance of each other to invoke the position control mode. Although two fingers (index finger  802  and middle finger  822 ) are shown in  FIG. 8 , any two or more fingers can be used. In some embodiments, fingers  802  and  822  can be placed down near or over object  806  to perform position control (movement) of the cursor or object. In other embodiments, fingers  802  and  822  can be placed down anywhere on the sensor panel, and an object to be moved can appear near or under the fingers. As long as the two or more fingers remain touching the sensor panel, the fingers can be moved around to effect position control on the object. It should be understood that although  FIG. 8  illustrates a touchscreen embodiment with object  806  appearing near or under the user&#39;s fingers, in tablet or other non-touchscreen embodiments, images such as object  806  along with any other images can appear on a separate display device. In other embodiments not shown in  FIG. 8 , only one finger can be touched down to invoke the position control mode. 
     In embodiments of the invention illustrated in  FIG. 8 , a motion continuation mode, which can include scrolling or dragging, can be invoked when one or more additional fingers are touched down on the sensor panel while the one or more already-touching fingers remain in contact with the sensor panel, or the one or more already-touching fingers are pushed down with more force or otherwise flattened against the sensor panel, while the one or more already-touching fingers are being moved along the sensor panel. This touchdown or flattening of fingers can be performed anywhere on the sensor panel. In alternative embodiments, the placement of the one or more additional fingers onto the sensor panel can be performed within a certain distance of each other to invoke the motion continuation mode. 
       FIG. 8  also illustrates a second exemplary situation where the user has maintained two fingers on the surface of the sensor panel (see patches or images of touch  818  and  820 ), but has moved the hand upwards (see directional arrow  808 ) to second new location  805  until a point in time at which fingers  802  and  822  are pushed down harder or otherwise flattened against the sensor panel (see the resulting larger patches  824  and  826 ). Note that position control has been in operation to this point, with object  806  moving along with the fingers. The sensing of additional force upon the sensor panel or the detection of larger patches can invoke the motion continuation mode. Force-sensing touch sensor panels are described in U.S. application Ser. No. 11/818,335 entitled “Touch Screen Stack-Up Processing,” filed on Jan. 5, 2007 and published as U.S. Patent Application Publication No. 2008/0165139, the contents of which are incorporated by reference herein. 
     If the motion continuation mode is invoked as described above, scrolling of the viewable area or dragging of a cursor or object can continue in a particular direction. The remaining touching fingers do not have to continue moving. For example, if the motion continuation mode is invoked after an upward motion of the touching-fingers, upward scrolling of text, images and the like can occur even if the remaining touching fingers stop moving (which can occur at an edge of the sensor panel). The object can remain substantially stationary at the approximate location of the touching fingers while scrolling or dragging of the object can continue. In the present example of upward movement, the scrolling or dragging can be performed in an upward direction at a fixed speed, or the speed and direction can be substantially similar to the speed and direction of the touching fingers at the time the motion continuation mode was invoked. The latter can require memory to auto-regressively store finger velocity and direction so that when the motion continuation mode is invoked, the last stored velocity and direction can be retrieved, and the object can continue to move with the stored velocity in the stored direction. 
     If, during the motion continuation mode, one or more additional fingers are lifted off the sensor panel, scrolling or dragging can cease. If one or more fingers are put back down, normal object position control (dragging) can once again be invoked. Thus, the user can easily choose between position control for fine positioning within the viewable area and motion continuation of an object for navigation over large distances. 
       FIGS. 9 a -9 h    illustrate the operation of an exemplary virtual control ring that can be generated during the motion continuation mode according to embodiments of the invention. When the motion continuation mode is invoked, a virtual control ring or joystick can be generated to provide enhanced motion control capabilities. Note that the virtual control ring can either be displayed to the user or kept invisible. The virtual control ring can be used as a joystick to navigate within a document, photo, web page, e-mail list, address book, calendar, game, and the like, especially on small sensor panels. 
     In the example of  FIG. 9 a   , if finger  900  is being moved in forward direction  902  at the time the motion continuation mode is invoked, virtual control ring  904  can be formed with velocity vector  906  pointed in the forward direction and a magnitude proportional to the velocity of finger  900  at the time motion continuation was invoked. Velocity vector  906  can represent the velocity of motion continuation, and can originate from null  908  in virtual control ring  904 . 
     Back calculations based on the velocity of finger  900  at the time motion continuation was invoked can be performed to determine the zero velocity “null”  908  or center position of virtual control ring  904 . In general, the farther a centroid of touch generated by the touching finger is located from the null, the greater the velocity (up to some maximum velocity), and the closer to the null, the slower the velocity. In keyboard embodiments without a touch screen, because null  908  can get harder to re-locate the further finger  900  is away from the null, the null can be made wider (a null circle) instead of just a point. This can make it easier to move finger  900  (as defined by the centroid of the patch) into the null to stop motion. 
     Note that point  910  of velocity vector  906  can be coincident with the calculated centroid of patch  912  generated by finger  900 . Virtual control ring  904  can follow finger  900  whether it becomes stationary after the motion continuation mode is invoked or continues to move in direction  902 , or in other embodiments can remain stationary whether finger  900  continues to move or remains stationary. 
     If finger  900  moves backward from the position shown in  FIG. 9 a    to a position shown in  FIG. 9 b    (i.e. backward with respect to null  908 ), velocity vector  906  can shrink, indicating a smaller forward velocity. As long as the finger centroid remains forward of the null and the vector points forward, forward motion continues. If finger  900  continues to move backward to a position shown in  FIG. 9 c    (i.e. directly over null  908 ), velocity vector  906  can disappear, indicating no forward velocity. In other words, if the finger centroid is pulled back to the null, the vector can shrink down to zero, and motion can stop. If finger  900  continues to move backward to a position shown in  FIG. 9 d   , velocity vector  906  can point backward, indicating a backward velocity (i.e. motion continuation in the opposite direction). 
     It should be noted that finger  900  can move in other directions, such as right, left, and at an angle, velocity vectors can be formed in those directions, the virtual control rings  FIG. 9 e   ,  FIG. 9 f   , and  FIG. 9 g    can be generated, and motion can continue in those directions. In other words, the velocity vector within the virtual control ring can act as a joystick, with the velocity and direction of the motion continuation being controllable by a finger as it moves within the control ring. 
     However, the finger can, on occasion, move beyond the virtual control ring. As mentioned above, the farther the finger is moved from the null, the greater the velocity, up to a maximum limit that still allows reasonable controllability. Because movements far from the null will not increase the velocity beyond this maximum limit, yet such large movements make it harder to re-locate the null (in tablet or keyboard embodiments where the virtual control ring is not visible), the entire virtual control ring and null can move along with the finger so that the finger is always at or within the boundaries of the virtual control ring and close to the null. 
     It should also be noted that the virtual control ring need not be perfectly circular. It can be oblong or ellipsoid to provide more or less-sensitive velocity control along a preferred axis, such as the axis of finger motion prior to entering motion continuation mode. 
       FIG. 9 h    shows virtual control ring  904  with forward velocity vector  906  originally generated at location  916  due to hand  914  moving upward in direction  902  at the time the motion continuation mode was invoked. If, during the motion continuation mode, finger  900  is dragged far from null  908  in direction  914  to new location  918 , velocity vector  906  can now be pointed in the same direction as  914 . However, the magnitude of velocity vector  906  will not be based on a linear interpolation outward from null  908  in virtual control ring  904  at original location  916 , but rather the velocity can be clipped at the maximum limit and velocity vector  906  will never extend beyond the limits imposed by the virtual control ring. Because of this velocity limitation, as shown in  FIG. 9 h   , virtual control ring  904  and null  908  can be pulled along with finger  900  as it moves to new location  918 . Thus, the location of virtual control ring  904  and null  908  can become relative to finger  900 , so that the finger can effect speed and directional control with very little movement of the finger. 
     The virtual control ring can be used as a joystick to move around in a document, web page, lists, games, especially on small sensor panels and touchscreens. the position control mode can be used for moving around to an exact position within a visible area of the screen, while the motion continuation mode, because it has variable velocity and direction, can be better for changing the visible area of the screen to a portion far away that is not currently visible (in which case highest velocity can be used), or to a portion nearby (in which case low velocity can be used). 
       FIG. 10 a    illustrates an exemplary mobile telephone  1036  that can include touch sensor panel  1024 , display device  1030 , and other computing system blocks in computing system  100  of  FIG. 1  that can detect finger and hand motions and switch between position control and motion continuation modes according to embodiments of the invention. 
       FIG. 10 b    illustrates an exemplary digital audio/video player  1038  that can include touch sensor panel  1024 , display device  1030 , and other computing system blocks in computing system  100  of  FIG. 1  that can detect finger and hand motions and switch between position control and motion continuation modes according to embodiments of the invention. 
     Although embodiments of this invention have been fully described with reference to the accompanying drawings, it is to be noted that various changes and modifications will become apparent to those skilled in the art. Such changes and modifications are to be understood as being included within the scope of embodiments of this invention as defined by the appended claims.