Projects


Computer Vision Systems

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

[Back to top]

 

Human Action and Activity Recognition

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
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

 

CaseE: A Hierarchial Event Representation for the Analysis of Videos
Asaad Hakeem, Yaser Sheikh

[Back to top]

 

Object and Scene Detection

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

[Back to top]

 

Tracking

Object Tracking: A Survey
Alper Yilmaz, Omar Javed, Mubarak Shah
Motion Analysis on CLIF Dataset
Vladimir Reilly, Haroon Idrees,
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

[Back to top]

 

Crowd Analysis

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

[Back to top]

 

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,

[Back to top]

 

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

[Back to top]

 

Video Registration

Video Registration
Mubarak Shah and Rakesh Kumar, Kluwer Academic Publishers, 2003.
Geo-Registration of Aerial Images
Yaser Ajmal, Sohaib Khan
Layer-Based Video Registration
Jiangjian Xiao
ICCV Challenge Contest Where Am I
Asaad Hakeem, Arslan Basharat, Saad M. Khan, Fahd Rafi
Route Panoramas and Localization
Saad M. Khan, Fahd Rafi
Missile Route Planning using Image based GPS Localization
Saad Ali

[Back to top]

 

Video Categorization, Retrieval and Temporal Segmentation

Video Matching Using Spatiotemporal Volumes
Arslan Basharat
Time Series Prediction by Chaotic Modeling of Nonlinear Dynamical Systems
Arslan Basharat
Shot Boundary Detection and Classification
Yun Zhai
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

[Back to top]

 

Shape from Shading

Papers on Shape From Shading

[Back to top]

 

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

[Back to top]

 

UAV Video Analysis

Autonomous Vision Based Navigation of a UAV
Fahd Rafi, Don Harper,  Saad Masood Khan
COCOA: Alignment, Object Detection, Object Tracking and Indexing of Aerial Videos
Saad Ali, Yaser Sheikh, Min Hu, and Paul Scovanner
Target Reacquisition in Aerial Videos
Saad Ali
Detection and Target Tracking In FLIR Imagery
Alper Yilmaz
Khurram Shafique
Landing a UAV on a Runway Using Image Registration
Andrew Miller, Don Harper

[Back to top]

 

Miscellaneous

SPatiotemporal REgularity Flow (SPREF)
Orkun Alatas
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.

[Back to top]