Search Results for author: Song Yan

Found 7 papers, 3 papers with code

RGBD Object Tracking: An In-depth Review

1 code implementation26 Mar 2022 Jinyu Yang, Zhe Li, Song Yan, Feng Zheng, Aleš Leonardis, Joni-Kristian Kämäräinen, Ling Shao

Particularly, we are the first to provide depth quality evaluation and analysis of tracking results in depth-friendly scenarios in RGBD tracking.

Object Tracking

Depth-only Object Tracking

no code implementations22 Oct 2021 Song Yan, Jinyu Yang, Ales Leonardis, Joni-Kristian Kamarainen

There are two potential reasons for the heuristics: 1) the lack of large RGBD tracking datasets to train deep RGBD trackers and 2) the long-term evaluation protocol of VOT RGBD that benefits from heuristics such as depth-based occlusion detection.

Visual Object Tracking

DepthTrack : Unveiling the Power of RGBD Tracking

1 code implementation31 Aug 2021 Song Yan, Jinyu Yang, Jani Käpylä, Feng Zheng, Aleš Leonardis, Joni-Kristian Kämäräinen

RGBD (RGB plus depth) object tracking is gaining momentum as RGBD sensors have become popular in many application fields such as robotics. However, the best RGBD trackers are extensions of the state-of-the-art deep RGB trackers.

Object Tracking

Learning Anthropometry from Rendered Humans

no code implementations7 Jan 2021 Song Yan, Joni-Kristian Kämäräinen

To circumvent the data bottleneck, we introduce a new 3D scan dataset of 2, 675 female and 1, 474 male scans.

Medical Diagnosis

DepthTrack: Unveiling the Power of RGBD Tracking

1 code implementation ICCV 2021 Song Yan, Jinyu Yang, Jani Kapyla, Feng Zheng, Ales Leonardis, Joni-Kristian Kamarainen

This can be explained by the fact that there are no sufficiently large RGBD datasets to 1) train "deep depth trackers" and to 2) challenge RGB trackers with sequences for which the depth cue is essential.

Object Tracking

Anthropometric clothing measurements from 3D body scans

no code implementations2 Nov 2019 Song Yan, Johan Wirta, Joni-Kristian Kämäräinen

In the second stage, a pre-defined body model is fitted to the captured point cloud.

Flash Lightens Gray Pixels

no code implementations27 Feb 2019 Yanlin Qian, Song Yan, Joni-Kristian Kämäräinen, Jiri Matas

In the real world, a scene is usually cast by multiple illuminants and herein we address the problem of spatial illumination estimation.

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