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10/03/2021
Keypoint Communities
We present a fast bottom-up method that jointly detects over 100 keypoin...
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09/24/2021
Deep Social Force
The Social Force model introduced by Helbing and Molnar in 1995 is a cor...
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03/03/2021
OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association
Many image-based perception tasks can be formulated as detecting, associ...
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09/16/2020
Perceiving Traffic from Aerial Images
Drones or UAVs, equipped with different sensors, have been deployed in m...
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09/01/2020
Perceiving Humans: from Monocular 3D Localization to Social Distancing
Perceiving humans in the context of Intelligent Transportation Systems (...
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08/25/2020
MonStereo: When Monocular and Stereo Meet at the Tail of 3D Human Localization
Monocular and stereo vision are cost-effective solutions for 3D human lo...
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07/07/2020
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective
Since the past few decades, human trajectory forecasting has been a fiel...
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06/14/2019
MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation
We tackle the fundamentally ill-posed problem of 3D human localization f...
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06/11/2019
Rethinking Person Re-Identification with Confidence
A common challenge in person re-identification systems is to differentia...
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03/15/2019
PifPaf: Composite Fields for Human Pose Estimation
We propose a new bottom-up method for multi-person 2D human pose estimat...
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09/24/2018