Umar Iqbal

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University of Bonn ∙ Nvidia

Self-Supervised Viewpoint Learning From Image Collections

Training deep neural networks to estimate the viewpoint of objects requi...
04/03/2020 ∙ by Siva Karthik Mustikovela, et al. ∙ 36 ∙ share

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

In this work, we study how well different type of approaches generalise ...
03/30/2020 ∙ by Anil Armagan, et al. ∙ 1 ∙ share

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Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints

Estimating 3D hand pose from 2D images is a difficult, inverse problem d...
03/20/2020 ∙ by Adrian Spurr, et al. ∙ 15 ∙ share

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

One major challenge for monocular 3D human pose estimation in-the-wild i...
03/17/2020 ∙ by Umar Iqbal, et al. ∙ 15 ∙ share

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A4 : Evading Learning-based Adblockers

Efforts by online ad publishers to circumvent traditional ad blockers to...
01/29/2020 ∙ by Shitong Zhu, et al. ∙ 0 ∙ share

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Few-shot Adaptive Gaze Estimation

Inter-personal anatomical differences limit the accuracy of person-indep...
05/06/2019 ∙ by Seonwook Park, et al. ∙ 6 ∙ share

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AdGraph: A Machine Learning Approach to Automatic and Effective Adblocking

Filter lists are widely deployed by adblockers to block ads and other fo...
05/22/2018 ∙ by Umar Iqbal, et al. ∙ 0 ∙ share

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Joint Flow: Temporal Flow Fields for Multi Person Tracking

In this work we propose an online multi person pose tracker which works ...
05/11/2018 ∙ by Andreas Doering, et al. ∙ 0 ∙ share

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Hand Pose Estimation via Latent 2.5D Heatmap Regression

Estimating the 3D pose of a hand is an essential part of human-computer ...
04/25/2018 ∙ by Umar Iqbal, et al. ∙ 0 ∙ share

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PoseTrack: A Benchmark for Human Pose Estimation and Tracking

Human poses and motions are important cues for analysis of videos with p...
10/27/2017 ∙ by Mykhaylo Andriluka, et al. ∙ 0 ∙ share

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

In this work we address the challenging problem of 3D human pose estimat...
05/08/2017 ∙ by Umar Iqbal, et al. ∙ 0 ∙ share

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PoseTrack: Joint Multi-Person Pose Estimation and Tracking

In this work, we introduce the challenging problem of joint multi-person...
11/23/2016 ∙ by Umar Iqbal, et al. ∙ 0 ∙ share

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

Despite of the recent success of neural networks for human pose estimati...
08/30/2016 ∙ by Umar Iqbal, et al. ∙ 0 ∙ share

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Pose for Action - Action for Pose

In this work we propose to utilize information about human actions to im...
03/13/2016 ∙ by Umar Iqbal, et al. ∙ 0 ∙ share

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Umar Iqbal

Featured Co-authors

Bernt Schiele

Jan Kautz

Juergen Gall

Vincent Lepetit

Carsten Rother

Tae-Kyun Kim

Otmar Hilliges

Varun Jampani

Junsong Yuan

Benjamin Livshits

Zhiguo Cao

Self-Supervised Viewpoint Learning From Image Collections

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

Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints

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

A4 : Evading Learning-based Adblockers

Few-shot Adaptive Gaze Estimation

AdGraph: A Machine Learning Approach to Automatic and Effective Adblocking

Joint Flow: Temporal Flow Fields for Multi Person Tracking

Hand Pose Estimation via Latent 2.5D Heatmap Regression

PoseTrack: A Benchmark for Human Pose Estimation and Tracking

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

PoseTrack: Joint Multi-Person Pose Estimation and Tracking

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

Pose for Action - Action for Pose