2014 Spring Schedule
2014.05.19
- [Object Detection] BING: Binarized Normed Gradients for Objectness Estimation at 300fps
- [Classification] Orientational Pyramid Matching for Recognizing Indoor Scenes
- [Feature Detection] Structured Forests for Fast Edge Detection
2014.05.11
- [Attribute-based Classification] Correlated attribute transfer with multi-task graph-guided fusion
- [Tracking] Learning structured visual dictionary for object tracking
- [Filtering] 100+ Times Faster Weighted Median Filter (WMF)
2014.05.05
- [Classification] Blocks that Shout: Distinctive Parts for Scene Classification
- [Tracking] Adaptive Color Attributes for Real-Time Visual Tracking
2014.04.28
- [Statistical Learning] Chap 8 - Boosting
- [Tracking] Visual Tracking via Discriminative Sparse Similarity Map
2014.04.21
- [Statistical Learning] Chap 10 - Hidden Markov Model
- [Filtering] Local Edge-Preserving Multiscale Decomposition for High Dynamic Range Image Tone Mapping
- [Image Classification] BoF meets HOG: Feature Extraction based on Histograms of Oriented p.d.f Gradients for Image Classification
2014.03.31
- [Statistical Learning] Chap 6 - Logistic Regression & Maximum Entropy
- [Visual Tracking] Robust Object Tracking with Online Multi-lifespan Dictionary Learning
2014.03.24
- [Statistical Learning] Chap 7 - Support Vector Machine
- [Visual Tracking] Initialization-Insensitive Visual Tracking Through Voting with Salient Local Features
- [Filtering] Cross-Field Joint Image Restoration via Scale Map
2014.03.17
- [Statistical Learning] Chap 5 - Decision Tree
- [Attribute-based Classification] Attribute Dominance: What Pops Out?
2014.03.10
- [Statistical Learning] Chap 4 - Naive Bayesian
- [Image Recognition] Object Bank: An Object-Level Image Representation for High-Level Visual Recognition,
- [Filtering] SGTD: Structure Gradient and Texture Decorrelating Regularization for Image Decomposition,
2014.03.03
- [Statistical Learning] Chap 3 - K-Nearest Neighbors
- [Attribute-based Classification] Simultaneous Active Learning of Classifiers & Attributes via Relative Feedback
- [Visual Tracking] Tracking via Robust Multi-Task Multi-View Joint Sparse Representation
2014.02.24
- [Statistical Learning] Chap 2 - Perceptron
- [Filtering] Efficient Structure-Aware Image Smoothing by Local Extrema on Space-Filling Curve
- [Visual Tracking] Real-Time Object Tracking Via Online Discriminative Feature Selection