Search Results for author: Leonid Pishchulin

Found 13 papers, 6 papers with code

AOWS: Adaptive and optimal network width search with latency constraints

1 code implementation CVPR 2020 Maxim Berman, Leonid Pishchulin, Ning Xu, Matthew B. Blaschko, Gerard Medioni

We introduce a novel efficient one-shot NAS approach to optimally search for channel numbers, given latency constraints on a specific hardware.

Neural Architecture Search

PoseTrack: A Benchmark for Human Pose Estimation and Tracking

2 code implementations CVPR 2018 Mykhaylo Andriluka, Umar Iqbal, Eldar Insafutdinov, Leonid Pishchulin, Anton Milan, Juergen Gall, Bernt Schiele

In this work, we aim to further advance the state of the art by establishing "PoseTrack", a new large-scale benchmark for video-based human pose estimation and articulated tracking, and bringing together the community of researchers working on visual human analysis.

Activity Recognition Multi-Person Pose Estimation +2

Efficient ConvNet-Based Marker-Less Motion Capture in General Scenes With a Low Number of Cameras

no code implementations CVPR 2015 Ahmed Elhayek, Edilson de Aguiar, Arjun Jain, Jonathan Tompson, Leonid Pishchulin, Micha Andriluka, Chris Bregler, Bernt Schiele, Christian Theobalt

Our approach unites a discriminative image-based joint detection method with a model-based generative motion tracking algorithm through a combined pose optimization energy.

Pose Estimation

Building Statistical Shape Spaces for 3D Human Modeling

no code implementations19 Mar 2015 Leonid Pishchulin, Stefanie Wuhrer, Thomas Helten, Christian Theobalt, Bernt Schiele

Statistical models of 3D human shape and pose learned from scan databases have developed into valuable tools to solve a variety of vision and graphics problems.

Fine-grained Activity Recognition with Holistic and Pose based Features

no code implementations7 Jun 2014 Leonid Pishchulin, Mykhaylo Andriluka, Bernt Schiele

Holistic methods based on dense trajectories are currently the de facto standard for recognition of human activities in video.

Activity Recognition

Estimation of Human Body Shape and Posture Under Clothing

no code implementations17 Dec 2013 Stefanie Wuhrer, Leonid Pishchulin, Alan Brunton, Chang Shu, Jochen Lang

Our method can estimate the body shape and posture of both static scans and motion sequences of dressed human body scans.

Poselet Conditioned Pictorial Structures

no code implementations CVPR 2013 Leonid Pishchulin, Mykhaylo Andriluka, Peter Gehler, Bernt Schiele

In this paper we consider the challenging problem of articulated human pose estimation in still images.

Pose Estimation

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