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2017

Dehghan, Afshin; Shah, Mubarak

Binary Quadratic Programing for Online Tracking of Hundreds of People in Extremely Crowded Scenes Journal Article

In: Transactions on Pattern Analysis and Machine Intelligence, 2017.

Tags: Crowd Analysis, Deep Learning | Links:

Dehghan, Afshin; Shah, Mubarak

Binary Quadratic Programing for Online Tracking of Hundreds of People in Extremely Crowded Scenes Journal Article

In: Transactions on Pattern Analysis and Machine Intelligence, 2017.

Tags: Crowd Analysis, Deep Learning | Links:

2016

Assari, Shayan Modiri; Idrees, Haroon; Shah, Mubarak

Human Re-identification in Crowd Videos using Personal, Social and Environmental Constraints Conference

European Conference on Computer Vision (ECCV), 2016.

Tags: Crowd Analysis, Deep Learning | Links:

Assari, Shayan Modiri; Idrees, Haroon; Shah, Mubarak

Human Re-identification in Crowd Videos using Personal, Social and Environmental Constraints Conference

European Conference on Computer Vision (ECCV), 2016.

Tags: Crowd Analysis, Deep Learning | Links:

2015

Idrees, Haroon; Soomro, Khurram; Shah, Mubarak

Detecting Humans in Dense Crowds using Locally-Consistent Scale Prior and Global Occlusion Reasoning Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015.

Tags: Crowd Analysis, Deep Learning | Links:

Idrees, Haroon; Soomro, Khurram; Shah, Mubarak

Detecting Humans in Dense Crowds using Locally-Consistent Scale Prior and Global Occlusion Reasoning Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015.

Tags: Crowd Analysis, Deep Learning | Links:

2014

Idrees, Haroon; Warner, Nolan; Shah, Mubarak

Tracking in dense crowds using prominence and neighborhood motion concurrence Journal Article

In: Image and Vision Computing, 2014.

Tags: Crowd Analysis, Deep Learning | Links:

Idrees, Haroon; Warner, Nolan; Shah, Mubarak

Tracking in dense crowds using prominence and neighborhood motion concurrence Journal Article

In: Image and Vision Computing, 2014.

Tags: Crowd Analysis, Deep Learning | Links:

Idrees, Haroon; Warner, Nolan; Shah, Mubarak

Tracking in dense crowds using prominence and neighborhood motion concurrence Conference

Image and Vision Computing, 2014.

Tags: Crowd Analysis, REU

Idrees, Haroon; Warner, Nolan; Shah, Mubarak

Tracking in dense crowds using prominence and neighborhood motion concurrence Conference

Image and Vision Computing, 2014.

Tags: Crowd Analysis, REU

2012

Idrees, Haroon; Saleemi, Imran; Shah, Mubarak

Statistical Inference of Motion in the Invisible Conference

European Conference on Computer Vision, 2012.

Tags: Crowd Analysis, Deep Learning | Links:

Idrees, Haroon; Saleemi, Imran; Shah, Mubarak

Statistical Inference of Motion in the Invisible Conference

European Conference on Computer Vision, 2012.

Tags: Crowd Analysis, Deep Learning | Links:

Dehghan, Afshin; Idrees, Haroon; Zamir, Amir Roshan; Shah, Mubarak

Keynote: Automatic Detection and Tracking of Pedestrians in Videos with Various Crowd Densities Conference

6th International Conference on Pedestrian and Evacuation Dynamics, 2012.

Tags: Crowd Analysis, Deep Learning | Links:

Dehghan, Afshin; Idrees, Haroon; Zamir, Amir Roshan; Shah, Mubarak

Keynote: Automatic Detection and Tracking of Pedestrians in Videos with Various Crowd Densities Conference

6th International Conference on Pedestrian and Evacuation Dynamics, 2012.

Tags: Crowd Analysis, Deep Learning | Links:

2011

Moore, Brian; Ali, Saad; Mehran, Ramin; Shah, Mubarak

Visual Crowd Surveillance through a Hydrodynamics Lens Journal Article

In: Communication of ACM, 2011.

Tags: Crowd Analysis, Deep Learning | Links:

Moore, Brian; Ali, Saad; Mehran, Ramin; Shah, Mubarak

Visual Crowd Surveillance through a Hydrodynamics Lens Journal Article

In: Communication of ACM, 2011.

Tags: Crowd Analysis, Deep Learning | Links:

2010

Mehran, Ramin; Moore, Brian; Shah, Mubarak

A Streakline Representation of Flow in Crowded Scenes Conference

European Conference on Computer Vision (ECCV), 2010.

Tags: Crowd Analysis, Deep Learning | Links:

Mehran, Ramin; Moore, Brian; Shah, Mubarak

A Streakline Representation of Flow in Crowded Scenes Conference

European Conference on Computer Vision (ECCV), 2010.

Tags: Crowd Analysis, Deep Learning | Links:

Wu, Shandong; Moore, Brian; Shah, Mubarak

Chaotic Invariants of Lagrangian Particle Trajectories for Anomaly Detection in Crowded Scenes Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2010.

Tags: Anomaly Detection, Crowd Analysis, Deep Learning | Links:

Wu, Shandong; Moore, Brian; Shah, Mubarak

Chaotic Invariants of Lagrangian Particle Trajectories for Anomaly Detection in Crowded Scenes Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2010.

Tags: Anomaly Detection, Crowd Analysis, Deep Learning | Links:

2009

Mehran, Ramin; Oyama, Alexis; Shah, Mubarak

Abnormal Crowd Behavior Detection using Social Force Model Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2009.

Tags: Crowd Analysis, Deep Learning, Life Patterns, Motion Patterns | Links:

Mehran, Ramin; Oyama, Alexis; Shah, Mubarak

Abnormal Crowd Behavior Detection using Social Force Model Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2009.

Tags: Crowd Analysis, Deep Learning, Life Patterns, Motion Patterns | Links:

2008

Ali, Saad; Shah, Mubarak

Floor Fields for Tracking in High Density Crowded Scenes Conference

European Conference on Computer Vision, 2008.

Tags: Crowd Analysis, Deep Learning | Links:

Ali, Saad; Shah, Mubarak

Floor Fields for Tracking in High Density Crowded Scenes Conference

European Conference on Computer Vision, 2008.

Tags: Crowd Analysis, Deep Learning | Links:

0000

Test Bachelor Thesis

0000.

Tags: Crowd Analysis, Damage Assessment, DIVA, Drone Video Analysis, EEG/Brain, Incremental Learning, Learning with Less Labels, LIDAR, Multi-Modal Learning, Noisy Labels, Open World, Out of Distribution (OOD), Privacy Preservation, Pseudo-Labeling, SAR, Self-Joint Learning, Semi-supervised learning, Tiny Actions, Video Synopsis, Video Synthesis, View-Invariance, Weakly Supervised Learning, Wildlife Preservation

Test Bachelor Thesis

0000.

Tags: Crowd Analysis, Damage Assessment, DIVA, Drone Video Analysis, EEG/Brain, Incremental Learning, Learning with Less Labels, LIDAR, Multi-Modal Learning, Noisy Labels, Open World, Out of Distribution (OOD), Privacy Preservation, Pseudo-Labeling, SAR, Self-Joint Learning, Semi-supervised learning, Tiny Actions, Video Synopsis, Video Synthesis, View-Invariance, Weakly Supervised Learning, Wildlife Preservation