CS 534 Computer Vision, Spring 2012

Prepare

1 Get in groups of 1 to 2 classmates

2 Pick an article to present: from the list below or from your own search

3 Prepare a 30-min group presentation: every group member should talk

Articles

Use one of these below, or find your own.

Suggestions of places to look for: (preferably 2010, 2011, 2012)

• Journals: PAMI, IJCV, TIP, etc.

• Conferences: CVPR, ICCV, ECCV, etc.

• Real-Time Human Pose Recognition in Parts from Single Depth Images (Hristiyan Kourtev)

• Normalized Cuts and Image Segmentation

• Mean Shift A Robust Approach Toward Feature Space Analysis

• Rapid Object Detection using a Boosted Cascade of Simple (Chaolun Xia & Jing Zhang)

• Robust Face Recognition via Sparse Representation (Hai Pham & Long Le) slide

• Video Google A Text Retrieval Approach to Object Matching in Videos (Guojing Yuan & Hao Shen)

• Active Shape Models - Their Training and Application (Yuanle Lian & Runhe Tian)

• SIFT Flow Dense Correspondence across Scenes and Its Applications (Krishna Narni & Brahmaji Mutthoju)

• Determing Optical Flow

• 80 million tiny images a large dataset for non-parametric object and scene recognition (Gaurav Kharkwal) slides

• Image Parsing Unifying Segmentation, Detection, and Recognition

• A Tutorial on Particle Filters for Online Nonlinear Non-Gaussian Bayesian Tracking

• A new algorithm for non-rigid point matching

• Relative Attributes (Matthew Mitsui) slides

• Snakes Active contour models

• Decision Tree Fields

• On Feature Combination for Multiclass Object Classification

• RASL Robust Alignment by Sparse and Low-rank Decomposition for Linearly Correlated Images

• Background and Foreground Modeling using Non-parametric Kernel Density Estimation for Visual Surveillance

• Beyond Sliding Windows Object Localization by Efficient Subwindow Search

• Eigenfaces vs. Fisherfaces Recognition Using Class Specific Linear Projection (Yuwen Zhang & Fengpeng Yuan) slide

• Histograms of oriented gradients for human detection (Fan Zhang)

• Object Detection with Discriminatively Trained Part Based Models

• People-Tracking-by-Detection and People-Detection-by-Tracking (Kemal Guner)

• Parsing Natural Scenes and Natural Language with Recursive Neural NetworkS, ICML 2011 (Timothy Shields & Nir Grinberg) slides

• Iterative quantization: A procrustean approach to learning binary codes, Yunchao Gong and Svetlana Lazebnik, CVPR2011. (Xin Lian)

• Online learning of robust object detectors during unstable tracking, Zdenek Kalal, Jiri Matas, Krystian Mikolajczyk, 3rd On-line Learning for Computer Vision Workshop 2009, Kyoto, Japan.(Brian McMahan)

• A Hierarchical Conditional Random Field Model for Labeling and Segmenting Images of Street Scenes, Qixing Huang, Mei Han, Bo Wu, Sergey Ioffe, CVPR2011 (Joseph Chao & Chia-Min Cheng)

• Coded Exposure Photography: Motion Deblurring using Fluttered Shutter, Ramesh Raskar, Amit Agrawal, and Jack Tumblin, ACM SIGGRAPH 2006 (Sashidhar Guntury)

• The Truth about Cats and Dogs, Omkar M Parkhi, Andrea Vedaldi, C. V. Jawahar, Andrew Zisserman, ICCV 2011 (Bo Liu & Ruoyuan Gao )