Computer Vision Resources

CS6670 Computer Vision (Cornell Spring 2011)
Posted by Computer Vision Central on January 5, 2012 at 9:36 pm The goal of computer vision is to compute properties of the three-dimensional world from digital images. Problems in this field include reconstructing the 3D shape of an environment, determining how things [...]
CIS 581: Computer Vision & Computational Photography (UPenn Fall2011)
Posted by Computer Vision Central on December 22, 2011 at 3:35 pm This is an introductory course to computer vision and computational photography. This course will explore three topics: 1) image morphing, 2) shape matching, and 3) image search. This course is intended [...]
Grounding Object Recognition and Scene Understanding (MIT Fall2011)
Posted by Computer Vision Central on December 22, 2011 at 3:29 pm This class will cover current approaches to object recognition and scene understanding in computer vision and its relation to other disciplines. The goal of this class is to provide an in depth presentation [...]
Machine Perception CIS 580 Spring 2011 (UPenn)
Posted by Computer Vision Central on December 11, 2011 at 4:07 pm Machine Perception CIS 580 Spring 2011Textbook: Szeliski http://research.microsoft.com/en-us/um/people/szeliski/Book/Additional resources:Zissermanand Hartley, Multiple View GeometryForsyth and Ponce, [...]
CS766 - Computer Vision (University of Wisconsin Madison)
Posted by Computer Vision Central on December 8, 2011 at 11:33 pm Introduction to the basic concepts in computer vision. First, an introduction to low-level image analysis methods, including image formation, edge detection, feature detection, and image segmentation. [...]
CSE598G Vision-Based Tracking (PSU)
Posted by Computer Vision Central on December 8, 2011 at 4:56 pm CSE Department, Penn State UniversityInstructor: Robert CollinsSpring 2006Course Introduction01/12CollinsImpromptu overview based on syllabus .Lucas-Kanade Method01/17CollinsTemplate matching, [...]
COMP 776: Computer Vision (UNC)
December 7, 2011 at 12:23 am OverviewIn the simplest terms, computer vision is the discipline of "teaching machines how to see." This field dates back more than forty years, but the recent explosive growth of digital imaging technology [...]
Computer Vision (Spring 2008 University of Washington)
Posted by Computer Vision Central on November 30, 2011 at 12:25 am The goal of computer vision is to compute properties of the three-dimensional world from digital images.  Problems in this field include identifying the 3D shape of an environment, determining how [...]
Advances in Computer Vision (Spring 2010, MIT)
Posted by Computer Vision Central on November 30, 2011 at 12:18 am OverviewAdvanced topics in computer vision with a focus on the use of machine learning techniques and applications in graphics and human-computer interface. Topics include image representations, texture [...]
Computational Photography (Spring 2010 CMU)
Posted by Computer Vision Central on November 30, 2011 at 12:16 am COURSE OVERVIEW:Computational Photography is an emerging new field created by the convergence of computer graphics, computer vision and photography. Its role is to overcome the limitations of the traditional [...]
Learning-Based Methods in Vision (CMU)
Posted by Computer Vision Central on November 29, 2011 at 11:57 pm OverviewHuman vision is one of the most remarkable machines that ever existed. From sparse, noisy, hopelessly ambiguous local scene measurements our brain manages to create a coherent global visual experience. [...]
CSC320S: Introduction to Visual Computing (Toronto)
Posted by Computer Vision Central on November 29, 2011 at 11:50 pm Course OverviewThis course is a beginner-level introduction to computer graphics and computer vision. It is aimed at undergraduates who have an interest in imaging or the visual arts. It will offer a unified [...]
Computer Vision (UIUC) – Spring 2011
Posted by Computer Vision Central on November 29, 2011 at 10:15 pm Computer Vision (CS 543 / ECE 549) – Spring 2011 Class Time and Place: Tues, Thurs 2:00-3:15 at Everitt 241 InstructorsEmailOfficeOffice HoursDerek HoiemdhoiemSiebel 3312Wed [...]
Readings in Computer Vision and Learning (UIUC)
Posted by Computer Vision Central on November 28, 2011 at 1:57 pm Instructor:Prof. Fei-Fei LiContact info:email: feifeili [at] uiuc [dot] eduphone: 244-5510TA:N/ALocation:Room 170 Everitt Lab (Building 131)Time:1:30-2:50pm, Mon & Wed  Syllabus:htm [...]
CPS 274: Computer Vision Fall 2011, Duke University
November 28, 2011 at 1:55 pm OverviewThis course explores some of the key concepts of computer vision through lectures, class discussion, homework, and projects.The class meets on Tuesdays and Thuhrsdays from 10:05 to 11:20 AM in [...]
Visual Recognition: Selected Topics of Computational Vision (Caltech)
November 24, 2011 at 7:49 pm Salvador Dali Melting clock at moment of first explosionEE/CNS/CS148 -  Spring 2003Selected Topics of Computational VisionVisual RecognitionSummary:Humans use vision to recognize objects that [...]
Advanced Topics in Mobile Computer Vision (EECS 598-07) - Fall 2010 (University of Michigan)
November 16, 2011 at 12:48 am Notes: - The course will start on 9.14. Lectures on 9.7 and 9.9 are cancelled (conflict with the European Conference in Computer Vision 2010).- Links to PDF and class material will be activated [...]
Probabilistic Graphical Models Fall 2008 (Carnegie Mellon University)
Posted by Computer Vision Central on November 14, 2011 at 9:59 pm Many of the problems in artificial intelligence, statistics, computer systems, computer vision, natural language processing, and computational biology, among many other fields, can be viewed as the search [...]
Robot Learning, Spring 2011. Cornell University
Posted by Computer Vision Central on November 9, 2011 at 2:25 pm RoboticsThis course is for CS, ECE and MAEjuniors, seniors and PhD students to teach them learning algorithms for robotic applications.Machine LearningLarge parts of the course teach machine learning and [...]
UT Austin. Computer Vision Spring 2011
Posted by Computer Vision Central on November 7, 2011 at 12:51 am CS 376: Computer VisionSpring 2011Course description: Billions of images are hosted publicly on the web---how can you find one that “looks like” some image you are interested in?  Could we interact [...]
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