O  Image Understanding

      Teaching Assistant: Yuhang Li (李宇航) lyh9001@mail.ustc.edu.cn / 250044215@qq.com

 

1)  Readings

a)      Richard Szeliski, Computer Vision: Algorithms and Applications (http://szeliski.org/Book/drafts/SzeliskiBook_20100903_draft.pdf)

b)      Related Course: http://www.cs.washington.edu/education/courses/cse576/08sp/

 

 

2)   All Slides: http://pan.baidu.com/s/1skQ9Ykl

  

3) Calendar

 

 

Chapter1:intro

ppt;

 

 

note

Chapter2: Image Formation

ppt;

 

 

 

Chapter3: Image Processing

ppt;

 

 

 

Chapter4.1: Feature Detection and Matching

Feature detection ppt;

SIFT feature     ppt

Feature matching ppt

Project 1

Features

 

Due to 2017-10-28

Chapter 4.2 : Edge, line

ppt;

 

 

Chapter 5: Segmentation

Segmentation Algorithms ppt

Graph-Based Segmentation ppt

GrabCut; PhotoPopup;

 

 

Chapter 9: Image Stitching

Stitching: Motion models ppt

Image Stitching and blending ppt

Panoramas ppt;

Poisson Image Editing ppt;

Drag-and-Drop ppt;

Project 2

Panorama

 

Due to 2017-11-18

Chapter 8: Dense Motion Estimation

Optical Flow ppt

Performance of optical flow ppt

Dense Motion Estimation ppt

Video Stabilization ppt

 

Chapter 14: Recognition

Object Recognition Intro ppt

Face Detection Survey ppt

Robust Real-time Face Detection ppt

Face Recognition ppt

Project 3

Eigenfaces

 

Due to 2017-12-9

Object Categorization intro

Bag of Visual words  ppt

Part-based model  ppt

Context    ppt

Categorization & Segmentation ppt

Large scale image retrieval ppt

  Final projects can be any topic related to computer vision
  • A survey with comparison experiments
  • or
  • Improvement on a state-of-the-art algorithm
  • Build a group with 3-4 members, introduce your idea in 8 mins presentation

Final Projects

 

Present at 2017-12-18 Due date 2018-1-12