EXHIBIT 31.1

CERTIFICATION PURSUANT TO 
SECTION 302 OF THE SARBANES-OXLEY ACT OF 2002

I,
James Murdakes, Chief Executive Officer of Image Sensing Systems, Inc., certify
that:

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|1.     I
  have reviewed this annual report on Form 10-K of Image Sensing Systems, Inc.;                                                                                                                                                                                                                                 
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|2.     Based
  on my knowledge, this report does not contain any untrue statement of a
  material fact or omit to state a material fact necessary to make the
  statements made, in light of the circumstances under which such statements
  were made, not misleading with respect to the period covered by this report;
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|3.     Based
  on my knowledge, the financial statements, and other financial information
  included in this report, fairly present in all material respects the
  financial condition, results of operations and cash flows of the registrant
  as of, and for, the periods presented in this report;                   
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|4     The
  registrants other certifying officer and I are responsible for establishing
  and maintaining disclosure controls and procedures (as defined in Exchange
  Act Rules 13a-15(e) and 15d-15(e)) for the registrant and have:                                                                                  
|                                                                                                                                                                                                                                                                                                                          |                                                                                                                                                                                                                                                                                                                                                                                                                | 
|                                                                                                                                                                                                                                                                                                                          | (a)          Designed
  such disclosure controls and procedures, or caused such disclosure controls
  and procedures to be designed under our supervision, to ensure that material
  information relating to the registrant, including its consolidated
  subsidiaries, is made known to us by others within those entities,
  particularly during the period in which this report is being prepared;         
|                                                                                                                                                                                                                                                                                                                          |                                                                                                                                                                                                                                                                                                                                                                                                                | 
|                                                                                                                                                                                                                                                                                                                          | (b)          Evaluated
  the effectiveness of the registrants disclosure controls and procedures and
  presented in this report our conclusions about the effectiveness of the
  disclosure controls and procedures, as of the end of the period covered by
  this report based on such evaluation; and                                                                                                      
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|                                                                                                                                                                                                                                                                                                                          | (c)          Disclosed
  in this report any change in the registrants internal control over financial
  reporting that occurred during the registrants most recent fiscal quarter
  (the registrants fourth fiscal quarter in the case of an annual report) that
  has materially affected, or is reasonably likely to materially affect, the
  registrants internal control over financial reporting; and
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|5.     The
  registrants other certifying officer and I have disclosed, based on our most
  recent evaluation of internal control over financial reporting, to the
  registrants auditors and the audit committee of the registrants board of
  directors (or persons performing the equivalent functions):           
|                                                                                                                                                                                                                                                                                                                          |                                                                                                                                                                                                                                                                                                                                                                                                                | 
|                                                                                                                                                                                                                                                                                                                          | (a)          All
  significant deficiencies and material weaknesses in the design or operation
  of internal control over financial reporting which are reasonably likely to
  adversely affect the registrants ability to record, process, summarize and
  report financial information; and                                                                                                                
|                                                                                                                                                                                                                                                                                                                          |                                                                                                                                                                                                                                                                                                                                                                                                                | 
|                                                                                                                                                                                                                                                                                                                          | (b)          Any
  fraud, whether or not material, that involves management or other employees
  who have a significant role in the registrants internal control over financial
  reporting.                                                                                                                                                                                                                 

Date: March
29, 2007

| |                                                        
| | -------------------------------------------------------
| | /s/ James
  Murdakes                                   
| |                                                        
| | Name: James
  Murdakes
  Title: Chief Executive Officer

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