Projects

[Human Action and Activity Recognition]
[Tracking]
[Crowd Analysis]
[Motion Patterns]
[UAV Video Analysis]
[High Level Computer Vision]
[Object Detection & Scene Segmentation]
[Exploiting Multiple View Data for Tracking, Reconstruction and Recognition]
[Bio medical Image Analysis]
[Geospatial Localization/Registration]
[Video Categorization, Retrieval and Temporal Segmentation]
[Shape from Shading]
[View Morphing]
[Miscellaneous]
[Computer Vision Systems]

Human Action and Activity Recognition

	Classifying Web Videos using a Global Video Descriptor Berkan Solmaz, Shayan Modiri Assari, and Mubarak Shah
	Matching Trajectories of Anatomical Landmarks under Viewpoint Anthropometric, and Temporal Transforms Alexei Gritai, Yaser Sheikh, Cen Rao, and Mubarak Shah
	Human Action Recognition in Videos Using Kinematic Features and Multiple Instance Learning Saad Ali
	KEYS - Incremental Action Recognition Using Feature-Tree Kishore Reddy, Jingen Liu
	Chaotic Invariants for Human Action Recognition Saad Ali, Arslan Basharat
	Action Recognition Using Bag of Video-Words Jingen Liu
	Action Recognition Using Multiple Features Jingen Liu
	Learning Semantic Visual Vocabularies Using Diffusion Distance Jingen Liu, Yang Yang
	Recognizing Realistic Actions from Videos "in the Wild" Jingen Liu, Jiebo Luo
	Learning 4D Action Feature Models for Arbitrary View Action Recognition Pinkgun Yan, Saad M. Khan
	Action MACH Mikel D. Rodriguez Sullivan
	ACTION SKETCH: A Novel Action Representation Alper Yilmaz
	Recognition of Human Actions in Video Acquired by Uncalibrated Moving Cameras Alper Yilmaz
	Activity Recognition in Groups of People Saad M. Khan
	View-Invariant Representations for Human Activity Recognition Cen Rao
	Monitoring Human Behavior in an Office Environment Douglas Ayers
	Detection of Armed Robbery Jaime Dever
	Person-on-Person Violence Detection in Video Data Ankur Datta
	Monitoring Head/Eye Motion for Driver Alertness with One Camera Raymond Paul Smith
	Monitoring Fast Food Production Richard Russo
	Case^E: A Hierarchial Event Representation for the Analysis of Videos Asaad Hakeem, Yaser Sheikh

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Tracking

	Part-based Multiple-Person Tracking Guang Shu, Afshin Dehghan, Omar Oreifej, Emily Hand, Mubarak Shah
	Motion Analysis on CLIF Dataset Vladimir Reilly, Haroon Idrees, Mubarak Shah
	Object Tracking: A Survey Alper Yilmaz, Omar Javed, Mubarak Shah
	Target Reacquisition in Aerial Videos Saad Ali
	Contour Based Object Tracking Alper Yilmaz
	Target Tracking in Video Acquired Using Moving FLIR Sensors Alper Yilmaz
	Object Tracking Across Uncalibrated Moving Cameras Alper Yilmaz
	Multi-view Tracking in Crowded Scenes Saad M. Khan
	Tracking Across Multiple Moving Airborne Cameras Yaser Sheikh
	Trajectory Association across Non-overlapping Moving Cameras in Planar Scenes Yaser Sheikh, Xin Li, and Mubarak Shah
	Tracking Across Multiple Cameras with Disjoining Views Omar Javed, Zeeshan Rasheed and Khurram Shafique
	Tracking in Multiple Cameras Sohaib Khan, Omar Javed and Zeeshan Rasheed
	Tracking People in the Presence of Occlusion Sohaib Khan
	Detection and Target Tracking In FLIR Imagery Alper Yilmaz Khurram Shafique
	A Non Iterative Greedy Algorithm for Multi-Frame Point Correspondence Khurram Shafique
	Human Body Parts Tracking Alexei Gritai, Arslan Basharat

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Crowd Analysis

	Identifying Behaviors in Crowd Scene Berkan Solmaz, Brian Moore, Mubarak Shah
	Video Scene Understanding Using Multi-scale Analysis Yang Yang, Jingen Liu, Mubarak Shah
	A Streakline Representation of Flow in Crowded Scenes Ramin Mehran, Brian Moore, Mubarak Shah
	Chaotic Invariants of Lagrangian Particle Trajectories for Anomaly Detection in Crowded Scenes Shandong Wu, Brian Moore, Mubarak Shah
	Abnormal Crowd Behavior Detection Using Social Force Models Ramin Mehran, Alexis Oyama
	Crowd Flow Segmentation & Stability Analysis Saad Ali
	Crowd Data Set (Data Set) Dataset used in the CVPR 2007 paper. [22MB] Slides of the Talk Given at CVPR 2007. [57MB] Complete Dataset [128MB]
	Tracking in High Density Crowds Saad Ali
	Learning Motion Patterns in Crowded Scenes Using Motion Flow Fields Min Hu, Saad Ali
	Detecting Global Motion Patterns in Complex Videos Min Hu, Saad Ali
	Statistical Learning of Motion Patterns Imran Saleemi, Lance Hartung

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Motion Patterns

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UAV Video Analysis

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High Level Computer Vision

	Ontology and Taxonomy Collaborated Framework for Meeting Classification Asaad Hakeem, and Mubarak Shah
	Video Retrieval Utilizing Semantic Word Similarity Measures Yusuf Aytar, Mubarak Shah, and Jiebo Luo
	Semantic Linkage of News Stories Yun Zhai
	Movie Genre Classification from Previews Zeeshan Rasheed
	Case^E: A Hierarchial Event Representation for the Analysis of Videos Asaad Hakeem, Yaser Sheikh

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Object Detection and Scene Segmentation

	Independently Moving Objects Detection in Non-planar Scenes using Multi-Frame Monocular Epipolar Constraint Soumyabrata Dey, Vladimir Reilly, Imran Saleemi, Mubarak Shah
	Audio source localization and audio-visual synchronization using CCA Hamid Izadinia, Imran Saleemi, Mubarak Shah
	Simultaneous Video Stabilization and Moving Object Detection in Turbulence Omar Oreifej, Xin Li, Mubarak Shah
	Geometric Constraints for Human Detection in Aerial Imagery Vlad Reilly, Berkan Solmaz, Mubarak Shah
	Human Identity Recognition in Aerial Images Omar Oreifej, Ramin Mehran, Mubarak Shah
	3D Model based Object Detection Pingkun Yan, Saad M. Khan,
	Learning Scene Model from Surveillance Videos Arslan Basharat
	Background Modeling Yaser Sheikh
	Scene Understanding and Classification Jingen Liu
	Detecting and Segmenting Humans in Crowded Scenes Mikel Rodriguez
	A Supervised Learning Framework for Generic Object Detection in Images Saad Ali
	Online Detection and Classification of Moving Objects Using Progressively Improving Detectors Omar Javed, Saad Ali
	Modeling Traffic Patterns for Vision based Surveillance Applications Imran Saleemi, Khurram Shafique, Mubarak Shah

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Exploiting Multiple View Data for Tracking, Reconstruction and Recognition

	Image Based 3D Reconstruction Saad M. Khan, Pingkun Yan
	3D Model based Object Detection Pingkun Yan, Saad M. Khan,

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Bio medical Image Analysis

	3D MRA Image Segmentation Using Capillary Active Contour Pingkun Yan
	Segmentation of Neighboring Organs in Medical Image with Model Competition Pingkun Yan
	Segmentation of High Throughput RNAi Fluorescent Cellular Images Pingkun Yan
	Automatic Tracking of Escherichia Coli Bacteria Jun Xie, Shahid Khan

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Geospatial Localization/Registration

	City Scale Geo-spatial Trajectory Estimation of a Moving Camera Gonzalo Vaca
	Geo-spatial Localization Using Google Street View Amir Roshan Zamir
	ICCV Challenge Contest Where Am I Asaad Hakeem, Arslan Basharat, Saad M. Khan, Fahd Rafi
	Route Panoramas and Localization Saad M. Khan, Fahd Rafi
	Video Registration Mubarak Shah and Rakesh Kumar, Kluwer Academic Publishers, 2003.
	Geo-Registration of Aerial Images Yaser Ajmal, Sohaib Khan
	Missile Route Planning using Image based GPS Localization Saad Ali
	Layer-Based Video Registration Jiangjian Xiao

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Video Categorization, Retrieval and Temporal Segmentation

	Complex Events Detection using Data-driven Concepts Yang Yang and Mubarak Shah
	Video Matching Using Spatiotemporal Volumes Arslan Basharat
	Time Series Prediction by Chaotic Modeling of Nonlinear Dynamical Systems Arslan Basharat
	Scene Segmentation of Video Sequences Yun Zhai
	Story Detection in News Videos Yun Zhai
	Scene Structuring in Continuously Recorded Videos Yun Zhai
	Spatiotemporal Visual Attention Detection Yun Zhai
	Movie Scene Classification Using Finite State Machines Yun Zhai
	Relevance Feedback Using Keyword and Region-Based Refinement Yun Zhai
	Semantic Linkage of News Stories Yun Zhai
	Segmentation of Interview Videos Omar Javed, Sohaib Khan, Zeeshan Rasheed
	Video Segmenation Through Combination of Features Sohaib Khan
	Shot Detection Using Principal Coordinate System Alper Yilmaz
	Movie Genre Classification from Previews Zeeshan Rasheed
	Scene Boundary Detection in Hollywood Movies and TV Show Zeeshan Rasheed

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Shape from Shading

Papers on Shape From Shading

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View Morphing

	Motion Layer Extraction in the Presence of Occlusion using Graph Cuts Jiang Jian Xiao
	Motion Layer Segmentation and Matting Jiang Jian Xiao
	Dynamic View Morphing Jiang Jian Xiao
	Two-Frame Wide Baseline Matching Jiang Jian Xiao
	Triview Morphing Jiang Jian Xiao

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Miscellaneous

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Computer Vision Systems

	KEYS Kishore Reddy, Jingen Liu, and Mubarak Shah
	COCOA: Alignment, Object Detection, Object Tracking and Indexing of Aerial Videos Saad Ali, Yaser Sheikh, Min Hu, and Paul Scovanner
	PEGASUS Yun Zhai, , Jingen Liu
	KNIGHT: Real Time Automated Surveillance System Omar Javed

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	SPatiotemporal REgularity Flow (SPREF) Orkun Alatas
	Seeing Through Water Omar Oreifej
	Automatic Feature Detection and Pose Recovery for Faces Alper Yilmaz
	Estimation of rigid and non-rigid facial motion using anatomical face model Alper Yilmaz and Khurram Shafique
	MinGPU: A minimum GPU library for Computer Vision Pavel Babenko
	Fire Dectection in Video Sequences Walter 'Rusty' Phillips
	A Vision-Based System for a UGV to Handle a Road Intersection Javed Ahmed, Mubarak Shah, Andrew Miller, Don Harper and M. N. Jafri.

	Motion Pattern Matching Using Divergence Minimization Salman Khokhar
	Statistical Learning of Motion Patterns Imran Saleemi, Lance Hartung
	Modeling Traffic Patterns for Vision based Surveillance Applications Imran Saleemi, Khurram Shafique, Mubarak Shah
	Learning Motion Patterns in Crowded Scenes Using Motion Flow Fields Min Hu, Saad Ali
	Detecting Global Motion Patterns in Complex Videos Min Hu, Saad Ali
	Learning Scene Model from Surveillance Videos Arslan Basharat
	Video Scene Understanding Using Multi-scale Analysis Yang Yang, Jingen Liu, Mubarak Shah