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Haroon Idrees
Post Doc Associate CRCV | Center for Research in Computer Vision University of Central Florida (UCF) Email: haroon@cs.ucf.edu Google Scholar Profile Research Gate Profile |
Research Interests
- Crowd Analysis, Counting, Density Estimation
- Pose Estimation and Interaction Analysis
- Action Recognition, Localization and Event Detection
- Human Detection and Tracking
- Video and Wide Area Surveillance
- Machine and Deep Learning
- Airborne (UAV) Video Analysis
- Re-identification in Multiple Cameras
Journal and Conference Publications
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Haroon Idrees, Muhmmad Tayyab, Kishan Athrey, Dong Zhang, Somaya Al-Maadeed, Nasir Rajpoot, Mubarak Shah, Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds, European Conference on Computer Vision, (ECCV), Munich, Germany, 2018. |
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Haroon Idrees, Raymond Surette, Mubarak Shah, Enhancing Camera Surveillance using Computer Vision: A Research Note, Policing: an International Journal of Police Strategies & Management, (Policing), Vol. 41 No. 2, 2018. |
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Eyasu Zemene, Yonatan Tariku, Haroon Idrees, Andrea Prati, Marcello Pelillo, Mubarak Shah, Large-scale Image Geo-Localization Using Dominant Sets, IEEE Transactions on Pattern Analysis and Machine Intelligence, (TPAMI), 2018. |
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Khurram Soomro, Haroon Idrees, Mubarak Shah, Online Localization and Prediction of Actions and Interactions, IEEE Transactions on Pattern Analysis and Machine Intelligence, (TPAMI), 2018. |
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Shayan Modiri Assari, Haroon Idrees, Mubarak Shah, Re-identification of Humans in Crowds using Personal, Social and Environmental Constraints, Extended Version 2017. |
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Haroon Idrees, Amir R Zamir, Yu-Gang Jiang, Alex Gorban, Ivan Laptev, Rahul Sukthankar, Mubarak Shah, The THUMOS Challenge on Action Recognition for Videos "in the Wild", Computer Vision and Image Understanding (CVIU), Volume 155, 2017, pp. 1-23, |
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Shayan Modiri Assari, Haroon Idrees, Mubarak Shah, Human Re-identification in Crowd Videos using Personal, Social and Environmental Constraints, European Conference on Computer Vision (ECCV), Amsterdam, The Netherlands, 2016. |
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Khurram Soomro, Haroon Idrees, Mubarak Shah, Predicting the Where and What of actors and actions through Online Action Localization, IEEE Computer Vision and Pattern Recognition (CVPR), Las Vegas, 2016. PDF Project Page Poster Code Video |
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Khurram Soomro, Haroon Idrees, Mubarak Shah, Action Localization in Videos through Context Walk, IEEE International Conference on Computer Vision (ICCV), Santiago, Chile, 2015. PDF Project Page Poster Code Video |
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Haroon Idrees, Khurram Soomro, Mubarak Shah, Detecting Humans in Dense Crowds using Locally-Consistent Scale Prior and Global Occlusion Reasoning, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Volume 37, Issue 10, pp. 1986-1998, 2015. PDF Project Page Dataset Code Eval Code |
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Afshin Dehghan, Haroon Idrees, Mubarak Shah, Improving Semantic Concept Detection through the Dictionary of Visually-distinct Elements, IEEE Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, 2014. |
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Mahdi M. Kalayeh, Haroon Idrees, Mubarak Shah, NMF-KNN: Image Annotation using Weighted Multi-View Non-Negative Matrix Factorization, IEEE Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, 2014. |
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Haroon Idrees, Nolan Warner, and Mubarak Shah, Tracking in dense crowds using prominence and neighborhood motion concurrence, Image and Vision Computing (IVC), Volume 32, Issue 1, Pages 14-26, January 2014. |
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Haroon Idrees, Imran Saleemi, Cody Seibert, Mubarak Shah, Multi-Source Multi-Scale Counting in Extremely Dense Crowd Images, IEEE Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, 2013. |
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Haroon Idrees, Imran Saleemi, and Mubarak Shah, Statistical Inference of Motion in the Invisible, European Conference on Computer Vision (ECCV), Florence, Italy, 2012. |
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Vladimir Reilly, Haroon Idrees and Mubarak Shah, Detection and Tracking of Large Number of Vehicles in Wide Area Surveillance, European Conference on Computer Vision (ECCV), Crete, Greece, 2010. |
Book Chapters
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Afshin Dehghan, Haroon Idrees, Amir Roshan Zamir, Mubarak Shah, Keynote: Automatic Detection and Tracking of Pedestrians in Videos with Various Crowd Densities, Pedestrian and Evacuation Dynamics (PED 2012), Springer International Publishing, 2014. |
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Subhabrata Bhattacharya, Haroon Idrees, Imran Saleemi, Saad Ali, and Mubarak Shah, Moving Object Detection and Tracking in Forward Looking Infra-Red Aerial Imagery, Machine Vision Beyond Visible Spectrum, Augmented Vision and Reality series, Volume 1, Springer-Verlag Berlin Heidelberg, 2011. |
Dissertation
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Haroon Idrees, Visual Analysis of Extremely Dense Crowded Scenes, Ph.D. Dissertation, University of Central Florida (UCF) , 2014. |
Professional Services
- Program Committee, The First IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), Miami, Florida, 2018. Website
- Program Committee, 1st Joint BMTT-PETS Workshop on Tracking and Surveillance, , In conjunction with the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, 2017. Website
- Program Committee, The 1st Workshop of Open Domain Action Recognition (ODAR), , In conjunction with the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, 2017. Website
- Program Committee, 2nd Workshop on Benchmarking Multi-target Tracking: MOTChallenge 2016, , In conjunction with the European Conference on Computer Vision (ECCV), Amsterdam, The Netherlands, 2016. Website
- Program Chair, International Workshop and Competition on Action Recognition with a Large Number of Classes (THUMOS 2015), , In conjunction with IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. Website
- Program Committee, Applications for Aerial Video Exploitation (WAVE), In Conjunction with the IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Beach, Hawaii, 2015. Website
- Peer-reviewing for IEEE Computer Graphics and Applications Magazine (CGA), IEEE Transactions on Circuits and Systems for Video Technology (CSVT) , IET Computer Vision Journal (CV) , Elsevier Computer Vision and Image Understanding Journal (CVIU) , IEEE Computer Vision and Pattern Recognition (CVPR) , Springer European Conference on Computer Vision (ECCV) , IEEE International Conference on Computer Vision (ICCV) , Springer International Journal on Computer Vision (IJCV) , International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI) , AIMS Inverse Problems and Imaging Journal (IPI) , IEEE Intelligent Transportation Systems Transactions and Magazine (ITSTM) , Elsevier Image and Vision Computing (IVC) , Springer Journal of Machine Learning (MACH) , ACM Multimedia Conference (MM) , IEEE Transactions on Multimedia (TMM) , Journal of Machine Vision and Applications (MVA) , IEEE Transactions on Image Processing (TIP) , IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , Springer The Visual Computer Journal (TVCJ) , IEEE Transactions on Vehicular Technology (TVT) .
Press
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Jan. 20, 2017: The Science And Politics Of Counting The Crowds At The Inauguration And Women’s March, Fast Company, USA. |
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Sept. 20, 2016: The truth about the last [National] Day: no more than 292,000 people, Libertad Digital, Spain. |
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Oct. 27, 2015: Who created the software for calculating the number of people in the demonstration?, Azadliq Radiosu / Radio Liberty, Azerbaijan. |
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Oct. 15, 2015: UCF Researchers Perform World’s First Automated Mass-Crowd Count, Univ. of Central Florida, Orlando. |
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Sept. 13, 2015: On September 11, only 530,000 people concentrated in the Meridiana, Cronica Politica, Spain. |
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Sept. 13, 2015: SCC figures 530,000 people attended the Secessionist National Day, Catalan Civil Society, Spain. |