O  Image Understanding

      Teaching Assistant: Yiting MA(马祎婷) mayt0829@mail.ustc.edu.cn / mayiting0529@163.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








Chapter2: Image Formation





Chapter3: Image Processing





Chapter4.1: Feature Detection and Matching

Feature detection ppt;

SIFT feature     ppt

Feature matching ppt

Project 1



Test on 2018-10-22

Due to 2018-11-5

Chapter 4.2 : Edge, line




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




Test 2018-11-12

Due to 2018-12-2

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



Due to 2018-12-30

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 2018-12-24 Due date 2018-1-20