开放课程-计算机视觉 从3D重建到视觉感知

[vinjn]

https://www.coursera.org/course/computervision


Computer Vision: From 3D Reconstruction to Visual Recognition

Silvio Savarese, Assistant Professor
Fei-Fei Li, Assistant Professor

This course delivers a systematic overview of computer vision, emphasizing two key issues in modeling vision:
 space and meaning. We will study the fundamental theories and important algorithms of computer vision together,
starting from the analysis of 2D images, and culminating in the holistic understanding of a 3D scene.

Next Session
September 2012


Syllabus
Below is a tentative syllabus:

Part 0: Introduction - What is computer vision?

Part 1: Visual understanding in 2D space

pixels
groups of pixels
object and scene recognition
video features
Part 2: Perceiving and modeling the 3D space

capturing a picture in 3D
popping out a scene in 3D
popping out an object in 3D
mapping out a space
Part 3: Coherent understanding of the scene and the 3D space

object recognition in 3D space
visual recognition in context

Part 4: Functions and activities in the 3D scene

event recognition in images
action recognition in videos
vision and language