Introduction to Computer and Human Vision Shimon Ullman

  • Slides: 14
Download presentation
Introduction to Computer and Human Vision Shimon Ullman, Michal Irani Assistants: Shai Bagon <shai.

Introduction to Computer and Human Vision Shimon Ullman, Michal Irani Assistants: Shai Bagon <shai. bagon@weizmann. ac. il> Ira Kemelmacher <ira. kemelmacher@weizmann. ac. il> Sharon Alpert <sharon. alpert@weizmann. ac. il>

Misc. . . · Course website: www. wisdom. weizmann. ac. il/~bagon/CVSpring 08/index. html ·

Misc. . . · Course website: www. wisdom. weizmann. ac. il/~bagon/CVSpring 08/index. html · To be added to course mailing-list: Send email to Shai: <shai. bagon@weizmann. ac. il> · Other recommended courses (for credit): Basic Topics (I+II), Machine Learning and Data Analysis · Vision & Robotics Seminar (not for credit): Thursdays at 12: 00 -13: 00 (Ziskind 1) Send email <leah. mory@weizmann. ac. il> ask to be added to “seminar 13” mailing list

Applications: · How is an image formed? QA - Manufacturing and inspection; (geometry and

Applications: · How is an image formed? QA - Manufacturing and inspection; (geometry and photometry) - Robot navigation - Autonomous vehicles · How and is anmonitoring image represented? - Security - Digital libraries; image/video · What kind of operations search/indexing can we apply to images? - Object/person recognition - Medical Applications · What do images - Visualization; NVS tell us about the world? - Visual communication (analysis - Guiding tools&forinterpretation) blind

Tentative Schedule Lesson 124 (Shimon): to Human Vision February Intro to. Intro Human. Vision

Tentative Schedule Lesson 124 (Shimon): to Human Vision February Intro to. Intro Human. Vision Shimon March 2 2 -3 (Michal): X Lessons Basic Image Processing (Fourier, Convolution) March 9 4 -6 (Yaron+Alex): Fourier 1 Michal Lessons Projective Geometry, Stereo, 3 D Structure March 16 X Lessons 7, 8, 10 (Michal): Motion estimation and video analysis March 23 Fourier 2 Michal Lessons Object March 30 9, 11 (Shimon): Geometry 1 recognition Yaron April 6 Geometry 2 Yaron April 13 Stereo Alex April 20 Pesach April 27 Motion 1 Michal May 4 Motion 2 + Video 1 Michal May 11 Recognition 1 Shimon May 18 Video 2 Michal May 25 Recognition 2 Shimon

Requirements · 2 -3 programming exercises (MATLAB) -· 3 theoretical exercises -- CAN SUBMIT

Requirements · 2 -3 programming exercises (MATLAB) -· 3 theoretical exercises -- CAN SUBMIT IN PAIRS MUST SUBMIT INDIVIDUALLY · EXAM or FINAL PROJECT (to be determined later in the course) Homework: Read introductory material (Basic image operations)

Panoramic Mosaic Image Original video clip Generated Mosaic image

Panoramic Mosaic Image Original video clip Generated Mosaic image

Video Removal Original Outliers Synthesized

Video Removal Original Outliers Synthesized

Image Segmentation

Image Segmentation

Image Segmentation

Image Segmentation

Photometric Stereo

Photometric Stereo

Photometric Stereo

Photometric Stereo