Current Research Projects

Current Research Areas >

Computer Vision & Machine Learning| past projects

Skip Recurrent Neural Network	Temporal Action Localization in Untrimmed Videos
Vision + Language	Hashing for Large-Scale Matching and Retrieval
Graph-Based Semi-Supervised Learning and Applications	LarSDE: Large-Scale Dynamic Event Detection
Robust Late Fusion with Rank Minimization	Segmentation by Aggregating Superpixels
Robust Visual Domain Adaptation with Low-Rank Reconstruction	Active Query Sensing for Mobile Location Search
TRECVID-2010 Multimedia Event Detection System	Graph Transduction via Alternating Minimization
Columbia TAG (Transductive Annotation by Graph) System	Columbia University’s Baseline Detectors for 374 LSCOM Semantic Visual Concepts
CU-VIREO374: Fusing Columbia374 and VIREO374 for Large Scale Semantic Concept Detection	Semantic Concept Classification by Joint Semi-supervised Learning of Feature Subspaces and Support Vector Machines
20 Questions Problem in Multi-Label Image Classification	Part-based Object Detection by Learning Random Attributed Relatinal Graph
Image Near-Duplicate Detection by Part-based Learning	Visual Apprentice - An Interactive System for Learning Visual Object / Scene Detector
Near Duplicate Detection in Consumer Photos	(1) Columbia News Video Search Engine and TRECVID 2005 Evaluation (2) NIST TRECVID 2003 Evaluation
Detection & Recognition of Overlay Text in Video	Scene Text Detection Using Higher-Order Statistical Relational Model
Video Mining and Spatio-Temporal Event Discovery	Event Mining in Multi AV Sensor Surveillance System
Sports Highlight Summarization Using Text Recognition

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Last updated: Jul. 10, 2011.