• Mondays and Wednesdays, 11:30-13:00, VH 3006

Lab Sessions are Mondays and Wednesdays, 16:00-18:00 in LAS 1004.

There will not be a lab on Wednesday, September 4th.

Information on upcoming lab sessions and lab content can be found below.

  <table class="inline">   <tr class="row0"> <th class="col0 centeralign"> Week </th> <th class="col1 centeralign"> Date </th> <th class="col2 centeralign"> Lecture </th> <th class="col3 centeralign"> Reading </th> <th class="col4 centeralign"> Assignment Out </th> <th class="col5 centeralign"> Work due </th> </tr>   <tr class="row1"> <td class="col0 centeralign"> 0 </td> <td class="col1 centeralign"> September 4 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_1.pdf">Introduction</a> </td> <td class="col3 centeralign"> Textbook Chapter 1 </td> <td class="col4 centeralign"> Project </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row2"> <td class="col0 centeralign"> 1 </td> <td class="col1 centeralign"> September 9 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_image_formation.pdf">Image Formation</a> </td> <td class="col3 centeralign"> Textbook Chapter 2 </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row3"> <td class="col0 centeralign"> </td> <td class="col1 centeralign"> September 11 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_image_representation.pdf">Image Representation 1</a> </br> <a href="https://wiki.eecs.yorku.ca/course_archive/2019-20/F/4422/_media/demos_representation_1.zip">Demo Notebooks</a> </td> <td class="col3 centeralign"> Textbook Sections 3.1-3.3 </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row4"> <td class="col0 centeralign"> 2 </td> <td class="col1 centeralign"> September 16 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_image_representation_2.pdf">Image Representation 2</a> </br> <a href="https://wiki.eecs.yorku.ca/course_archive/2019-20/F/4422/_media/demos_representation_2.zip">Demo Notebooks 2</a> </td> <td class="col3 centeralign"> Textbook Sections 3.4-3.5 </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row5"> <td class="col0 centeralign"> </td> <td class="col1 centeralign"> September 18 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Feature_Detection_1.pdf">Feature Detection 1</a> </br> <a href="http://www.cse.yorku.ca/~calden/Lectures/Demos_Representation_3.zip">Demo Notebooks 3</a> </td> <td class="col3 centeralign"> Textbook Sections 4.2 </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row5"> <td class="col0 centeralign"> 3 </td> <td class="col1 centeralign"> September 23 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Feature_Detection_2.pdf">Feature Detection 2</a> </td> <td class="col3 centeralign"> Textbook Sections 4.1 </td> <td class="col4 centeralign"> <a href="https://wiki.eecs.yorku.ca/course_archive/2019-20/F/4422/_media/assignment1_4422_5323.pdf">Assignment 1</a> </td> <td class="col5 centeralign"> Project White Paper </td> </tr>   <tr class="row6"> <td class="col0 centeralign"> </td> <td class="col1 centeralign"> September 25 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Feature_Detection_3.pdf">Feature Detection 3</a> </br> <a href="http://www.cse.yorku.ca/~calden/Lectures/Demos_Features_3.zip">Demo Feature Notebooks</a></td> <td class="col3 centeralign"> Textbook Sections 4.3 </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row7"> <td class="col0 centeralign"> 4 </td> <td class="col1 centeralign"> September 30 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Feature_Detection_4.pdf">Feature Detection 4</a> </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row8"> <td class="col0 centeralign"> </td> <td class="col1 centeralign"> October 2 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Image_Understanding_1.pdf">Image Understanding 1 </a> </br> <a href="http://www.cse.yorku.ca/~calden/Lectures/Saliency_Softmax_Demos.zip">Saliency and Softmax Demos</a></td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> Assignment 1 </td> </tr>   <tr class="row9"> <td class="col0 centeralign"> 5 </td> <td class="col1 centeralign"> October 7 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Image_Understanding_2.pdf">Image Understanding 2 </a> </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row10"> <td class="col0 centeralign"> </td> <td class="col1 centeralign"> October 9 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Image_Understanding_3.pdf">Image Understanding 3 </a></td> <td class="col3 centeralign"> <a href="http://www.cs.toronto.edu/~sven/Papers/cat2009.pdf"> The Evolution of Object Categorization</a> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> Project Proposal </td> </tr>   <tr class="row10"> <td class="col0 centeralign"> - </td> <td class="col1 centeralign"> October 14 </td> <td class="col2 centeralign"> Reading Week, No Class </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row10"> <td class="col0 centeralign"> </td> <td class="col1 centeralign"> October 16 </td> <td class="col2 centeralign"> Reading Week, No Class </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row11"> <td class="col0 centeralign"> 6 </td> <td class="col1 centeralign"> October 21 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Image_Understanding_4.pdf">Image Understanding 4 </a></td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row12"> <td class="col0 centeralign"> </td> <td class="col1 centeralign"> October 23 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Image_Understanding_5.pdf">Image Understanding 5 </a> </br> <a href="http://www.cse.yorku.ca/~calden/Lectures/Demos_IU.zip">Demos for Gradient Descent and Boundary Problems</a></td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row13"> <td class="col0 centeralign"> 7 </td> <td class="col1 centeralign"> October 28 </td> <td class="col2 centeralign"> Midterm </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row14"> <td class="col0 centeralign"> </td> <td class="col1 centeralign"> October 30 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Frosst_Guest_Lecture.pdf">Image Understanding 6 - Guest Lecture </a> </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row15"> <td class="col0 centeralign"> 8 </td> <td class="col1 centeralign"> November 4 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Stereopsis_1.pdf">Stereopsis 1</a> </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Assignments/Assignment2.pdf">Assignment 2</a> </td> <td class="col5 centeralign"> Project Site Visit (in Lab) </td> </tr>   <tr class="row16"> <td class="col0 centeralign"> </td> <td class="col1 centeralign"> November 6 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Stereopsis_2.pdf">Stereopsis 2</a> </br> <a href="https://wiki.eecs.yorku.ca/course_archive/2019-20/F/4422/_media/4422_patch_matching.zip">Demo Notebooks - Patch Matching</a> </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> Project Site Visit (in Lab) </td> </tr>   <tr class="row17"> <td class="col0 centeralign"> 9 </td> <td class="col1 centeralign"> November 11 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Stereopsis_3.pdf">Stereopsis 3</a> </td> <td class="col3 centeralign"> Textbook Chapter 11 </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row18"> <td class="col0 centeralign"> </td> <td class="col1 centeralign"> November 13 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Motion_1.pdf">Motion 1</a> </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> None </td> </tr>   <tr class="row19"> <td class="col0 centeralign"> 10 </td> <td class="col1 centeralign"> November 18 </td> <td class="col2 centeralign"> <a href="http://www.cse.yorku.ca/~calden/Lectures/Lecture_Motion_2.pdf">Motion 2</a> </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> Assignment 2 </td> </tr>   <tr class="row20"> <td class="col0 centeralign"> </td> <td class="col1 centeralign"> November 20 </td> <td class="col2 centeralign"> Final Demos </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> Project Demos in Class </td> </tr>   <tr class="row21"> <td class="col0 centeralign"> 11 </td> <td class="col1 centeralign"> November 25 </td> <td class="col2 centeralign"> Final Demos </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> Project Demos in Class </td> </tr>   <tr class="row22"> <td class="col0 centeralign"> </td> <td class="col1 centeralign"> November 27 </td> <td class="col2 centeralign"> Final Demos </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> Project Demos in Class </td> </tr>   <tr class="row23"> <td class="col0 centeralign"> 12 </td> <td class="col1 centeralign"> December 2 </td> <td class="col2 centeralign"> Final Demos </td> <td class="col3 centeralign"> </td> <td class="col4 centeralign"> None </td> <td class="col5 centeralign"> Project Demos in Class, <br> Final Report (deadline extended to Dec. 9) </td> </tr>   </table>

The following schedule will be updated throughout the course and will provide an explanation of what content each lab will cover prior to the lab date.

  <table class="inline">   <tr class="row0"> <th class="col0 centeralign"> Week </th> <th class="col1 centeralign"> Date </th> <th class="col2 centeralign"> Content </th> <th class="col3 centeralign"> Work due in lab </th> </tr>   <tr class="row1"> <td class="col0 centeralign"> 1 </td> <td class="col1 centeralign"> September 9/11 </td> <td class="col2 centeralign"> Review of Resources: OpenCV and LaTeX </td> <td class="col3 centeralign"> None </td> </tr>   <tr class="row2"> <td class="col0 centeralign"> 2 </td> <td class="col1 centeralign"> September 16/18 </td> <td class="col2 centeralign"> Image Filtering: Template Matching </td> <td class="col3 centeralign"> None </td> </tr>   <tr class="row3"> <td class="col0 centeralign"> 3 </td> <td class="col1 centeralign"> September 23/25 </td> <td class="col2 centeralign"> Assignment 1 Advising </td> <td class="col3 centeralign"> None </td> </tr>   <tr class="row3"> <td class="col0 centeralign"> 4 </td> <td class="col1 centeralign"> September 30/October 2 </td> <td class="col2 centeralign"> Panoramic Image Stitching </td> <td class="col3 centeralign"> None </td> </tr>   <tr class="row3"> <td class="col0 centeralign"> 6 </td> <td class="col1 centeralign"> October 21/October 23 </td> <td class="col2 centeralign"> Deep Learning Introduction </td> <td class="col3 centeralign"> None </td> </tr>   </table>

Lab 1: Lab 1 Slides Images for Lab 1

Lab 2: Lab 2 Slides Images for Lab 2

Lab 4: Lab 4 Slides Images for Lab 4

Lab 5: Lab 5 Slides LeNet Definition File

• Q5 Train
• Q5 Samples 4422
• Q5 Samples 5323

• Assignment 2 Files