introduction to computer vision

11
Introduction to Computer Vision Ronen Basri, Michal Irani, Shimon Ullman Primary Teaching Assistants Alon Faktor Ofer Bartal

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Introduction to Computer Vision. Ronen Basri, Michal Irani, Shimon Ullman. Primary Teaching Assistants Alon Faktor Ofer Bartal. Misc. Course website – look under: http://www.wisdom.weizmann.ac.il/~vision/courses/2011_2/index.html To be added to course mailing-list: - PowerPoint PPT Presentation

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Page 1: Introduction to  Computer Vision

Introduction to Computer Vision

Ronen Basri, Michal Irani, Shimon Ullman

Primary Teaching Assistants

Alon Faktor

Ofer Bartal

Page 2: Introduction to  Computer Vision

Misc... Course website – look under:

http://www.wisdom.weizmann.ac.il/~vision/courses/2011_2/index.html

To be added to course mailing-list: http://www.weizmann.ac.il/mailman/listinfo/vision_course_12

Primary Teaching Assistants:Alon Faktor or Ofer Bartal: <[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]>

Page 3: Introduction to  Computer Vision

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)

Page 4: Introduction to  Computer Vision

Lessons 1 Image formation

Lesson 2 Human Vision

Lessons 3-4 Fourier and Applications

Tentative Schedule

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

Faculty Trip…?

Page 5: Introduction to  Computer Vision
Page 6: Introduction to  Computer Vision

Panoramic Mosaic ImageOriginal video clip

Generated Mosaic image

Page 7: Introduction to  Computer Vision

Original

Outliers

Original

Synthesized

Video Removal

Page 8: Introduction to  Computer Vision

Photometric Stereo

Page 9: Introduction to  Computer Vision

Photometric Stereo

Page 10: Introduction to  Computer Vision
Page 11: Introduction to  Computer Vision