baber/WOPTO huggingface dataset:
Patent KR-20220165119-A (KR)
Title: Device for processing fusion panorama image using Infrared camera and visible light camera
Inventor: YANG SUN SEOK
IPC: H04N5/247
Filed: 2021-06-07
Abstract: The present invention relates to a device for processing a fusion panorama image using an infrared camera and a visible light camera, capable of observing a wide area with no blind spot while improving the efficiency of day and night observation at the same time using the infrared camera and the visible light camera. A device for processing a fusion panorama image using an infrared camera and a visible light camera according to an embodiment of the present invention is a panorama image device for realizing a day and night fusion image, wherein the panorama image device realizes a panorama image using a fusion image realized by a day and night camera assembly consisting of the infrared camera and the visible light camera, and a fusion image of three day and night camera assemblies, wherein, when the panorama image device realizes the fusion image using the day and night camera assembly, the panorama image device may process images to match the viewing angle of each pixel of the infrared camera and the visible light camera, correct the distortion of the infrared camera and the visible light camera, and align the relative positions of the cameras so that the images of the infrared camera and the visible light camera can output the same range.
Patent KR-20220001461-A (KR)
Title: Cooling device, semiconductor manufacturing apparatus, and semiconductor manufacturing method
Inventor: NOMOTO MAKOTO
IPC: H01L21/02
Filed: 2021-06-08
Abstract: The present invention provides a cooling apparatus that has a simple configuration, thereby having the advantage to stably control a system. The cooling apparatus according to the present invention comprises: a circulation system configured to circulate a refrigerant in the condenser so as to allow the refrigerant to pass through a pump, a heater, a throttle valve and a carburetor and to return to the condenser; and a cooling system including a heat exchanger disposed in the condenser. The condenser has a first portion in which the refrigerant is in a liquid state and a second portion in which the refrigerant is in a gaseous state, wherein at least a part of the heat exchanger is disposed in the second portion.
Patent KR-20220166974-A (KR)
Title: Photosensitive resin composition, photosensitive resin using the same, color filter and display device
Inventor: KIM SOHYUN
IPC: G03F7/027
Filed: 2021-06-11
Abstract: Provided are a photosensitive resin composition containing: (A) a binder resin; (B) a photopolymerizable compound; (C) a photopolymerization initiator; (D) a colorant comprising a blue pigment; (E) a solvent; (F) thiol-based compounds; and (G) a silane coupling agent, wherein the thiol-based compound and the silane coupling agent are each independently included in an amount of 0.1 wt% or more and less than 0.3 wt% based on the total amount of the photosensitive resin composition, a photosensitive resin film prepared using the photosensitive resin composition, a color filter including the photosensitive resin film, and a display device including the color filter. One embodiment is to provide the photosensitive resin composition capable of suppressing generation of sublimable foreign substances, minimizing peeling problems, and securing pattern properties even in harsh environments of high temperature and high humidity.
Patent KR-20220167049-A (KR)
Title: Electronic device including plasma generating unit
Inventor: CHO YOUNGKYU
IPC: H05H1/46
Filed: 2021-06-11
Abstract: According to various embodiments of the present disclosure, an electronic device includes: a plasma generating part including an electrode structure configured to generate plasma by using at least a portion of a sample introduced into the electronic device; a light separation part configured to separate incident light generated by the plasma; and a light detection part including a first layer comprising a first bandpass filter, a second layer disposed under the first layer and comprising a second bandpass filter overlapping at least a portion of the first bandpass filter, and a third layer disposed below the second layer and comprising a photodiode configured to receive refracted light passing through at least one of the first bandpass filter and the second bandpass filter, thereby capable of determining the concentration of the sample by using the light detection part which separates the light generated by the plasma by using the light separation part and converts the separated light into an electrical signal.
Patent KR-20220167096-A (KR)
Title: Assembley type dock for airconditioner outside article institution
Inventor: BUN TAE WON
IPC: F24F13/32
Filed: 2021-06-11
Abstract: The present invention relates to a prefabricated cradle for an air conditioner outdoor unit, which can further increase the simplicity and efficiency of a field work, comprising: a lower support unit for supporting a lower part of an outdoor unit; a rear support unit fixed to an outer wall of a building; and a side support unit for supporting the lower support unit on both side surfaces of the rear support unit.
Patent KR-20220167841-A (KR)
Title: Sound system for vehicle and sound output method using the system
Inventor: LEE JAE YOUNG
IPC: B60R11/00
Filed: 2021-06-14
Abstract: According to the present invention, a method for outputting a sound of a sound system for a vehicle comprises: a step of enabling the sound system for a vehicle to generate an ultrasonic sound source including a general sound source and a warning sound source; a step of enabling an automatic emergency braking system communicating with the sound system for a vehicle to detect a front object of a driving vehicle to determine a collision danger step and transmit collision danger information indicating the determined collision danger step to the sound system for a vehicle; and a step of enabling the sound system for a vehicle to selectively or simultaneously outputting the general sound source and the warning sound source according to the collision danger information through a parametric speaker.
Patent KR-20220170055-A (KR)
Title: folding vertical mouse
Inventor: LIM HYUN JUN
IPC: G06F3/0354
Filed: 2021-06-22
Abstract: The present invention relates to a vertical mouse in which an upper body and lower body of a mouse are connected with a bolt-type bar and nut-type ring so that a user uses the mouse by freely adjusting the angle and portability is improved by reducing large-bulk of a vertical mouse. The vertical mouse is bulkier than a conventional mouse, and thus is less portable. In addition, a commercially available vertical mouse has a fixed shape, but the structure of the arms and wrists differs from person to person. Therefore, use may be inconvenient because the body structure of a user does not fit the vertical mouse. Accordingly, a vertical mouse is developed which increases portability by implementing the same volume as the conventional mouse and allows the user to freely adjust the angle of the mouse to ensure individual convenience.
Patent KR-20220170654-A (KR)
Title: System of learning coding
Inventor: LEE SANG MIN
IPC: G09B7/02
Filed: 2021-06-23
Abstract: The present invention discloses a system for learning coding, comprising: a coding task storage unit in which n (n is a natural number) coding task code_assignments are each stored; a coding storage unit storing coding results code_nm written by m people (m is a natural number) for the nth coding task, respectively; a coding result input unit which receives the coding result code_n(m+1) written by the (m+1)th user for the nth coding task code_assignment; a code similarity determination unit which determines code similarity between the coding results of the (m+1) people; a pseudo-code set selection unit which includes code results whose code similarity is less than a threshold value in the same pseudo-code set; a coding score storage unit which stores a coding score for the coding result code_nm; and when the (m+1)th user requests it, a model answer provision unit which provides the coding result with the highest coding score among the similar code sets such as the (m+1)th user's coding result code_n(m+1). The present invention supports coding learners to understand on their own what problems exist in the code they have created.
Patent KR-20230000757-A (KR)
Inventor: LEE DONG HOON
IPC: H01J35/16
Filed: 2021-06-25
Abstract: An optical ionizer of the present invention comprises: an ionizer unit equipped with a plurality of irradiation part that emit electromagnetic waves for antistatic; a body configured to supply power to the ionizer unit; and a unit cable configured to connect the ionizer unit and the body, wherein the plurality of irradiation parts are characterized in being electrically connected in series. Therefore, the present invention is capable of having an effect of being able to irradiate with high density.
Patent KR-20230001576-A (KR)
Inventor: YOUN JU AE
IPC: G06F11/32
Filed: 2021-06-28
Abstract: A foldable display device comprises: a foldable display panel including a folding line, a first display area arranged at the first side of the folding line, and a second display area arranged at the second side of the folding line, and displaying a virtual keyboard including virtual keys when a keyboard mode is operated; a touch panel including a plurality of touch electrodes, and receiving a touch input by using the touch electrodes; a data operating unit outputting a data voltage to the foldable display panel; an operating control unit controlling the data operating unit; and a touch data generating unit which generates touch data with respect to inputted key values based on the touch input, determines the inputted key values as typing mistakes when 2 or more of the inputted key values are simultaneously inputted, and outputs the touch data including the inputted key values which have been determined as typing mistakes to the operating control unit. Therefore, typing mistakes may be corrected.
Patent KR-20230003672-A (KR)
Title: Rotary shredded cosmetic container
Inventor: YOON JU HEE
IPC: A45D33/26
Filed: 2021-06-29
Abstract: The present invention relates to a dropper ampoule container capable of pulverizing. More particularly, in an ampoule container capable of pulverizing the contents, the present invention is a container which installs a button grinder on the top of a lid to put vitamin pills in a grinder and grinds the vitamin right before use so that it is possible to minimize the oxidation of vitamins in contact with the air in an existing container.
Patent KR-20230007600-A (KR)
Title: Apparatus for controlling autonomous driving and method thereof
Inventor: KIM JUNG WAN
IPC: B60W10/20
Filed: 2021-07-05
Abstract: The present invention relates to an apparatus for controlling autonomous driving for logistics and transportation and a method thereof. According to the present invention, the apparatus for controlling autonomous driving may calculate an estimation value of a roll angle of an autonomous driving vehicle based on a height of the center of gravity, sprung mass, a spring constant of a suspension, a target speed, and a target turning radius of the driving vehicle and compare a roll angle of the autonomous driving vehicle and a pre-set reference roll angle to adjust at least one of the target speed and the target turning radius of the autonomous driving vehicle. Accordingly, the present invention can provide an effect of reducing costs for logistics through an increase in energy efficiency and a reduction in transportation time of an autonomous driving vehicle for logistics and transportation.
Patent KR-20230007604-A (KR)
Title: Iron removing system using oxidation apparatus and uf-filter unit
Inventor: AN BYUNG SUNG
IPC: C02F1/44
Filed: 2021-07-05
Abstract: The present invention relates to an air oxidation device that removes iron in drinking water by removing water-soluble Fe(OH)_2 dissolved in treated water and an iron purification device using an immersion UF filter unit. The present invention comprises: an air oxidation device that oxidizes soluble Fe(OH)_2 in treated water into insoluble Fe(OH)_3 using air; and an UF filter unit that filters and removes Fe(OH)_3 particles in treated water. The air oxidation device comprises: a treated water inflow means for introducing the treated water; an air inflow means connected to the treated water inflow means to mix air with the treated water and introduce the same; and a moving pipe that moves treated water mixed with air. The UF filter unit comprises: a housing through which treated water flows from the outside to the inside; a UF filter provided in the housing; and a discharge pipe that allows treated water flowing into the housing to pass through a UF filter and be discharged to the outside. According to the present invention, in removing divalent iron in treated water and removing iron by precipitating the same in the form of hydroxide, stability and economic efficiency can be secured by using only air without using separate chemicals or electrolysis devices.
Patent KR-20210091082-A (KR)
Title: Image processing apparatus, control method thereof and computer readable medium having computer program recorded therefor
Inventor: JEON HYEOK JUNE
IPC: H04N21/435
Filed: 2021-07-09
Abstract: The present invention discloses an image processing device, a control method thereof, and a recording medium in which a computer program is recorded. That is, the device of the present invention provides a representative image which can accurately express the characteristics of a video based on the duration, the sharpness of the screen, the distribution of objects, etc., of a similar scene included in video data, so that a user can easily recognize characteristics of the video by the representative image, and search similar video data through the representative image, so as to improve user convenience.
Patent KR-20230011558-A (KR)
Inventor: KIM DAE HYEON
IPC: B60R25/04
Filed: 2021-07-14
Abstract: The present invention relates to a license authentication startup system and aims to solve the problem of crimes and accidents caused by unlicensed driving by recognizing a QR code and a license using a recognition camera and a screen. An automatic startup device of a vehicle comprises: a recognition camera and a screen with a mobile phone-sized screen and camera attached to the right side of a steering wheel to recognize a QR code and a license; and a signal input unit built into the steering wheel to input a signal based on what the camera recognizes through background check. Therefore, the present invention solves the problem of crimes and accidents caused by unlicensed driving by recognizing a QR code and a license using the recognition camera and the screen.
Patent KR-20230017551-A (KR)
Title: Image security solution using set-top box of image forming device
Inventor: LEE YOUNGKI
IPC: H04N1/32
Filed: 2021-07-28
Abstract: An image security solution using a set-top box of an image forming device is disclosed. Provided is a security solution required to prevent leakage due to the output of any document or the transfer of a file. The source and destination of information can be known by inserting information on the sender and receiver of the file and pre-stored phrases into the document or file. Thus, it is possible to increase security awareness and prevent leakage.
Patent KR-20230021489-A (KR)
Inventor: JIN JAE YUN
IPC: C09D5/24
Filed: 2021-08-05
Abstract: The present invention is a dust blocking composition, a mask using the same, and a manufacturing method thereof. To explain this in more detail, the object is to provide a dust blocking composition which prevents static electricity on a coating object, to provide a functional dust mask which prevents the generation of static electricity on the outer surface of the mask using the dust blocking composition, and to provide a manufacturing method for the mask. The present invention is characterized by a mixture of a solvent which can be coated on the coating object by specific means and an antistatic agent which is dissolved and mixed in the solvent, coated on a fiber, and then prevented from generating static electricity when the solvent dries as a specific means. This invention is an invention which can be expected to have many effects, such as preventing dust from adhering to a coating object to which the dust blocking composition is applied and keeping it always hygienic and clean, and preventing excessive fine dust from passing through the filter and prolonging the life of the filter.
Patent KR-20230025276-A (KR)
Inventor: KWON O HYUN
IPC: C07F7/08
Filed: 2021-08-13
Abstract: Disclosed are an organometallic compound represented by the following chemical formula 1, an organic light-emitting device containing the organometallic compound, and an electronic device comprising the organic light-emitting device. The chemical formula 1 is M1(Ln_1)_(n1)(Ln_2)_(n2), wherein Ln_1 is a ligand represented by the following chemical formula 1A, Ln_2 is a ligand represented by the following chemical formula 1B. For descriptions of other substituents, refer to the description of the invention.
Patent KR-20210110532-A (KR)
Inventor: LEE SUNG SOO
IPC: G02B5/20
Filed: 2021-08-20
Abstract: One embodiment of the present invention provides an organic light emitting display device which comprises: a substrate; a first electrode disposed on the substrate; a second electrode disposed to face the first electrode; a first light emitting unit and a second light emitting unit disposed between the first electrode and the second electrode; and a charge generation layer disposed between the first light emitting unit and the second light emitting unit. The first light emitting unit includes a blue fluorescent light emitting layer. The second light emitting unit has a blue light emitting layer and a yellow light emitting layer. Therefore, the present invention provides an organic light emitting element which emits white light having a high color temperature.
Patent KR-20230029139-A (KR)
Inventor: YOU DAE SANG
IPC: G09B9/052
Filed: 2021-08-23
Abstract: 본 발명은 개인형 이동장치(예, 전동 퀵보드)에 관한 것으로 좀 더 구체적으로 설명하면 면허 발급을 위한 주행 테스트 진행시 개인형 이동장치의 방향지시등 조작 능력을 자동으로 정확하게 측정하기 위한 장치 및 방법에 관한 것이다.
Patent KR-20230014597-A (KR)
Title: Transformer attenuatior controlled by analog poeentiometer
Inventor: LEE CHANG HOON
IPC: H03G7/00
Filed: 2021-08-24
Abstract: Provided is a volume control device, wherein a volume controller (33) capable of independent left (L) and right (R) adjustment is provided, when the volume controller (33) using a potentiometer or a rotary encoder is rotated by manual operation, an analog value output from the potentiometer or a digital value output from the rotary encoder is generated, a CPU (30) determines a volume control value by calculating a rotation angle of the volume controller (33) using the output value, a relay (31) is operated with the determined volume control value, and a resistance value is determined by the operation of the relay (31) to ultimately adjust a volume, thereby satisfying sensibilities of audio enthusiasts and eliminating noise generated during a volume adjustment process to satisfy emotions even when using a remote control.
Patent KR-20230035995-A (KR)
Inventor: SHIN JONG SOO
IPC: H01L21/67
Filed: 2021-09-06
Abstract: 본 발명은 향상된 공간 효율과 포집 효율을 가지는 액체 포집 장치에 관한 것으로, 더욱 상세하게는, 유체가 유입되는 인입관을 포집통의 하측면에 형성하여 액체 포집 장치를 웨트스테이션 등과 연결할 때 엘보 등의 추가적인 배관 기자재를 사용하지 않아도 됨에 따라 불필요한 공간이 낭비되는 것을 방지하고, 인입관을 통해 포집통 내부로 들어온 유체 대부분이 상부날개판과 충돌할 수 있게 되면서 액체 포집 효율이 높아지도록 하는 액체 포집 장치에 관한 것이다.
Patent KR-20230038006-A (KR)
Inventor: KIM YOUNG DOO
IPC: B65G33/24
Filed: 2021-09-10
Abstract: 본 발명은 연속 열분해 공정으로의 산소 유입을 차단하기 위한 폐플라스틱 이송 시스템 및 이를 이용하여 폐플라스틱으로부터 열분해유를 제조하는 시스템에 관한 것이다. 본 발명의 폐플라스틱 이송 시스템은 폐플라스틱, 특히 비압축 보관 상태의 필름류 폐플라스틱을 압축하는 것과 동시에 공기를 제거할 수 있다. 이에 따라, 열분해 공정 중으로의 산소 유입이 차단되어 열분해 공정의 수행에 필요한 무산소 조건을 달성할 수 있어 운영 안전성이 향상된다. 본 발명의 이송 시스템은 공기를 제거하기 위한 방법으로 2 단계의 스크류 처리 방식을 이용하고 스크류 날개 간격, 직경 변화를 통해 원료를 효과적으로 압축 및 공기 제거할 수 있다.
Patent KR-20230038907-A (KR)
Title: 소수성 테일 도메인이 제거된 먹장어 유래 vlrb 단백질에 ab5 독소 유래 b 서브유닛이 연결된 융합 단백질 및 이의 용도
Inventor: JUNG TAE SUNG
IPC: C12N15/63
Filed: 2021-09-13
Abstract: 본 발명은 5'에서 3 방향으로, 표적 항원에 특이적인 서열을 포함하는 소수성 테일 도메인이 제거된 먹장어 유래 VLRB(variable lymphocyte receptor B) 단백질을 코딩하는 유전자 및 AB5 독소 유래 B 서브유닛을 코딩하는 폴리뉴클레오티드를 포함하는 재조합 발현 벡터, 상기 재조합 발현 벡터로 형질전환된 숙주 세포, 상기 숙주 세포에 의해 생산된 소수성 테일 도메인이 제거된 먹장어 유래 VLRB 단백질과 AB5 독소 유래 B 서브유닛이 연결된 융합 단백질 및 상기 융합 단백질이 자가조립에 의해 5합체로 이루어진 것을 특징으로 하는, 표적 항원에 대한 결합력이 증가된 다가 항체에 관한 것이다.
Patent KR-20220153452-A (KR)
Inventor: LIANG CHIH CHIEH
IPC: C08J5/18
Filed: 2021-09-17
Abstract: The present specification relates to an ethylene-vinyl ester based copolymer saponified pellet, and a film and multilayer structure formed from the same. The ethylene-vinyl ester based copolymer saponified pellet has an ethylene content of 24-35 mol%, and the pellet has a turbidity of less than 300 NTU when dissolved in a 60% (w/w) methanol aqueous solution; or the pellet has an ethylene content of 36-48 mol%, and the pellet has a turbidity of less than 200 NTU when dissolved in an 80% (w/w) methanol aqueous solution. The present invention controls the amount of aggregates by controlling the turbidity of the ethylene-vinyl ester based copolymer saponified pellets dissolved in methanol aqueous solution to reduce the amount of gel produced after film formation.
Patent KR-20230042839-A (KR)
Inventor: WOO DONG UK
IPC: G01M15/10
Filed: 2021-09-23
Abstract: 본 발명은 자동차의 엔진 대상 시험용 배기가스 분석기의 오염 방지장치에 관한 것으로서 종래 엔진의 배기가스 측정 시 엔진에서 배출되는 배기가스 외 매연등과 같은 유해가스도 배기가스 분석기로 함께 유입되면서 배기가스 분석기를 오염시켜 배기가스 분석기의 정밀하게 가공된 주요 부품들이 오작동되거나 고장나는 문제점이 있었다. 
따라서 본 발명은 엔진(100) 대상 시험에서 배출되는 가스 배출량 및 배기가스 성분을 측정하는 자동차의 엔진 대상 시험용 배기가스 분석기의 오염 방지장치를 구성함에 있어서, 상기 엔진(100)의 배기가스 배출관(110) 일측에 연결되어 배기가스를 외부로 송출시키는 가스송출관(200); 상기 가스송출관(200) 라인 상에 설치되며, 가스송출관(200)을 통과하는 배기가스를 1차 정화시켜 주기 위해 프리필터(320)가 내장된 프리필터조립체(300); 프리필터조립체(300) 후방의 가스송출관(200)과 연결되어 배기가스를 2차 정화시키는 보조필터(420)가 내부에 구비되고, 보조필터(420) 후방의 송출 라인(410)을 통과하는 배기가스의 온도를 분석 가능한 적정 온도로 올려주는 오븐(400); 오븐(400)에서 적정 온도로 가열되어 공급되는 배기가스의 가스 배출량 및 배기가스 성분을 측정하는 배기가스 분석기(500);로 구성된 것으로서 이러한 본 발명은 배기가스를 프리필터(320)에 의해 1차적으로 정화시키고, 보조필터(420)에 의해 2차적으로 정화시켜 배기가스 분석기(500)로 송출함에 따라 배기가스 분석기(500)의 오염을 최대한 방지하여 배기가스 분석기(500)의 오작동을 미연에 방지토록 한 매우 유용한 발명이다.
Patent KR-20230045659-A (KR)
Inventor: KIM WOONG SIK
IPC: H10K50/80
Filed: 2021-09-27
Abstract: 표시 장치는 트랜지스터 기판, 트랜지스터 기판 상에 배치되고, 제1 방향으로 제1 길이를 가지며, 제1 광을 방출하는 제1 발광층, 트랜지스터 기판 상에 배치되고, 제1 방향으로 제2 길이를 가지며, 제1 광과 상이한 제2 광을 방출하는 제2 발광층, 제1 발광층 및 제2 발광층 상에 배치되고, 제1 굴절률을 갖는 복수의 굴절 패턴들을 포함하는 제1 굴절층, 제1 굴절층을 덮으며 배치되고, 제1 굴절률 보다 낮은 제2 굴절률을 갖는 제2 굴절층 및 제2 굴절층 상에 배치되고, 평면도 상에서, 제1 발광층 및 제2 발광층과 제1 방향에 수직한 제2 방향으로 인접하게 배치되는 복수의 제1 블랙 매트릭스들을 포함한다.
Patent KR-20230044693-A (KR)
Inventor: YOON BYUNG JAE
IPC: B65H31/02
Filed: 2021-09-27
Abstract: 본 발명은 나트륨이 낮은 간고등어의 제조방법에 대한 것으로서, 더욱 상세하게는 함초소금을 이용하여 나트륨이 낮은 간고등으로 제조하는 방법에 대한 것이다. 
본 발명에 따른 나트륨이 낮은 간고등어의 제조방법은 숙성단계와, 포장단계를 포함한다. 상기 숙성단계는 고등어의 머리와 뼈 및 내장을 제거하고 분할된 고등어를 정제수로 세척한 후 함초소금으로 만든 염장액의 염도 5∼8％의 용액에 3분~8분 동안 상기 고등어를 염지하는 과정을 거친 후 저온(1~4℃)에서 6시간 숙성한다. 상기 포장단계는 상기 숙성단계에서 숙성된 고등어의 수분함량을 30％로 건조시킨 후 급냉하여 진공포장한다. 
또한, 상기의 나트륨이 낮은 간고등어의 제조방법에 있어서, 상기 숙성단계는 상기 함초소금이 함초추출물 5 ~ 20%를 천일염 80 ~ 95%에 침유시켜 만든다. 
본 발명에 의하면 함초를 천일염에 침윤시켜 만든 함초소금을 정제수로 녹인 염지액에 고등어를 침윤시킴으로써 기존의 뽕잎추출물이나 다시마액 등을 사용하여 만든 간고등어의 나트륨 함량을 25%이상 낮추고 고등어 특유의 비린내를 개선할 수 있다. 그래서 간고등어의 나트륨을 낮추고 비린내를 개선하여 남녀노소 누구나 먹을 수 있는 맛있는 간고등어를 제공하는데 기여할 수 있다.
Patent KR-20230044794-A (KR)
Inventor: HONG SUNG SOO
IPC: A61Q5/00
Filed: 2021-09-27
Abstract: 본 발명은 모발상태 개선용 조성물에 관한 것으로, 구체적으로는 유청을 유효성분으로 함유함으로써, 모발의 강도를 증가시켜 모발의 탄력 및 볼륨감의 증진효과가 우수한 모발상태 개선용 화장료 조성물에 관한 것이다.
Patent KR-20230045296-A (KR)
Inventor: KIM YOUN TAE
IPC: G16H20/70
Filed: 2021-09-28
Abstract: 본 발명의 일 실시 형태에 따른 컨볼루션 신경망 및 장단기 메모리 네트워크 레이어를 이용한 정신적 스트레스 분류 장치는, 심전도 신호의 시퀀스 이미지를 배열 형태의 이미지로 변환하는 시퀀스 폴딩 레이어와, 배열 형태의 이미지에 합성곱 연산을 수행하여 특징맵을 생성하는 CNN 레이어와, 생성된 특징맵을 시퀀스 이미지로 변환하는 시퀀스 언폴딩 레이어와, 변환된 시퀀스 이미지를 1차원 데이터로 변환하는 플래튼 레이어와, 변환된 1차원 데이터에 가중치를 이용하여 특징값을 추출하는 장단기 메모리 네트워크 레이어와, 추출된 특징값에 따라 스트레스를 분류하는 분류 모듈을 포함할 수 있다.