Introduction to Computer Vision Ronen Basri, Michal Irani, Shimon Ullman Teaching Assistants Uri Patish Alon Faktor Amir Rosenfeld
Mar 17, 2016
Introduction to Computer Vision
Ronen Basri, Michal Irani, Shimon Ullman
Teaching AssistantsUri Patish
Alon FaktorAmir Rosenfeld
Misc... Course website – look under: www.wisdom.weizmann.ac.il/~vision
To be added to course mailing-list: Send email to Uri Patish, Alon Faktor, Amir Rosenfeld: <[email protected]> <[email protected]><[email protected]>
Vision & Robotics Seminar (not for credit): Thursdays at 12:00-13:00 (Ziskind 1)
Send email to Amir Gonen: <[email protected]>
Applications:- Manufacturing and inspection; QA- Robot navigation- Autonomous vehicles- Guiding tools for blind- Security and monitoring- Object/face recognition; OCR.- Medical Applications- Visualization; NVS- Visual communication- Digital libraries and video search- Video manipulation and editing
How is an image formed? (geometry and photometry)
How is an image represented?
What kind of operations can we apply to images?
What do images tell us about the world? (analysis & interpretation)
Lessons 1 Image formation
Lesson 2 Human Vision
Lessons 3-4 Fourier and Applications
Topics covered
Lessons 8-9 Motion and video analysis
Lesson 10 Lighting / Photometry
Lesson 11-12 Object Recognition
2-3 programming exercises (MATLAB) -- CAN SUBMIT IN PAIRS 2-3 theoretical exercises -- MUST SUBMIT INDIVIDUALLY
EXAM
Lesson 5-7 Geometry, Stereo, 3D Structure
• • • • • • • •
Panoramic Mosaic ImageOriginal video clip
Generated Mosaic image
Original
Outliers
Original
Synthesized
Video Removal
Photometric Stereo
Photometric Stereo