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Umar Iqbal

The University of Iowa

Adversarial Motion Modelling helps Semi-supervised Hand Pose Estimation


Jun 10, 2021
Adrian Spurr, Pavlo Molchanov, Umar Iqbal, Jan Kautz, Otmar Hilliges


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Weakly-Supervised Physically Unconstrained Gaze Estimation


May 20, 2021
Rakshit Kothari, Shalini De Mello, Umar Iqbal, Wonmin Byeon, Seonwook Park, Jan Kautz

* CVPR 2021 (Oral) 

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KAMA: 3D Keypoint Aware Body Mesh Articulation


Apr 27, 2021
Umar Iqbal, Kevin Xie, Yunrong Guo, Jan Kautz, Pavlo Molchanov

* "Additional qualitative results: https://youtu.be/mPikZEIpUE0

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DexYCB: A Benchmark for Capturing Hand Grasping of Objects


Apr 09, 2021
Yu-Wei Chao, Wei Yang, Yu Xiang, Pavlo Molchanov, Ankur Handa, Jonathan Tremblay, Yashraj S. Narang, Karl Van Wyk, Umar Iqbal, Stan Birchfield, Jan Kautz, Dieter Fox

* Accepted to CVPR 2021 

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Learning to Track Instances without Video Annotations


Apr 01, 2021
Yang Fu, Sifei Liu, Umar Iqbal, Shalini De Mello, Humphrey Shi, Jan Kautz

* CVPR 2021 

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Self-Supervised Viewpoint Learning From Image Collections


Apr 03, 2020
Siva Karthik Mustikovela, Varun Jampani, Shalini De Mello, Sifei Liu, Umar Iqbal, Carsten Rother, Jan Kautz

* Accepted at CVPR 20 

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Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction


Mar 30, 2020
Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek, Shreyas Hampali, Mahdi Rad, Zhaohui Zhang, Shipeng Xie, MingXiu Chen, Boshen Zhang, Fu Xiong, Yang Xiao, Zhiguo Cao, Junsong Yuan, Pengfei Ren, Weiting Huang, Haifeng Sun, Marek Hrúz, Jakub Kanis, Zdeněk Krňoul, Qingfu Wan, Shile Li, Linlin Yang, Dongheui Lee, Angela Yao, Weiguo Zhou, Sijia Mei, Yunhui Liu, Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Philippe Weinzaepfel, Romain Brégier, Gregory Rogez, Vincent Lepetit, Tae-Kyun Kim


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Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints


Mar 20, 2020
Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Otmar Hilliges, Jan Kautz


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Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild


Mar 17, 2020
Umar Iqbal, Pavlo Molchanov, Jan Kautz

* CVPR 2020 

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A4 : Evading Learning-based Adblockers


Jan 29, 2020
Shitong Zhu, Zhongjie Wang, Xun Chen, Shasha Li, Umar Iqbal, Zhiyun Qian, Kevin S. Chan, Srikanth V. Krishnamurthy, Zubair Shafiq

* 10 pages, 7 figures 

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Few-shot Adaptive Gaze Estimation


May 06, 2019
Seonwook Park, Shalini De Mello, Pavlo Molchanov, Umar Iqbal, Otmar Hilliges, Jan Kautz


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Joint Flow: Temporal Flow Fields for Multi Person Tracking


Jul 20, 2018
Andreas Doering, Umar Iqbal, Juergen Gall

* Accepted to BMVC 

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AdGraph: A Machine Learning Approach to Automatic and Effective Adblocking


May 22, 2018
Umar Iqbal, Zubair Shafiq, Peter Snyder, Shitong Zhu, Zhiyun Qian, Benjamin Livshits


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Hand Pose Estimation via Latent 2.5D Heatmap Regression


Apr 25, 2018
Umar Iqbal, Pavlo Molchanov, Thomas Breuel, Juergen Gall, Jan Kautz


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PoseTrack: A Benchmark for Human Pose Estimation and Tracking


Apr 10, 2018
Mykhaylo Andriluka, Umar Iqbal, Eldar Insafutdinov, Leonid Pishchulin, Anton Milan, Juergen Gall, Bernt Schiele

* www.posetrack.net 

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A Dual-Source Approach for 3D Human Pose Estimation from a Single Image


Sep 06, 2017
Umar Iqbal, Andreas Doering, Hashim Yasin, Björn Krüger, Andreas Weber, Juergen Gall

* under consideration at Computer Vision and Image Understanding. Extended version of CVPR-2016 paper, arXiv:1509.06720 

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PoseTrack: Joint Multi-Person Pose Estimation and Tracking


Apr 07, 2017
Umar Iqbal, Anton Milan, Juergen Gall

* Accepted to CVPR 2017 

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Pose for Action - Action for Pose


Feb 10, 2017
Umar Iqbal, Martin Garbade, Juergen Gall

* Accepted to FG-2017 

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Multi-Person Pose Estimation with Local Joint-to-Person Associations


Aug 31, 2016
Umar Iqbal, Juergen Gall

* Accepted to European Conference on Computer Vision (ECCV) Workshops, Crowd Understanding, 2016 

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A Dual-Source Approach for 3D Pose Estimation from a Single Image


Mar 27, 2016
Hashim Yasin, Umar Iqbal, Björn Krüger, Andreas Weber, Juergen Gall

* Accepted to CVPR 2016. The source code and models are publicly available. Title changed from the previous version 

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