Search Results for author: Myunggu Kang

Found 2 papers, 1 papers with code

Exploring Temporally Dynamic Data Augmentation for Video Recognition

no code implementations • 30 Jun 2022 • Taeoh Kim, Jinhyung Kim, Minho Shim, Sangdoo Yun, Myunggu Kang, Dongyoon Wee, Sangyoun Lee

The magnitude of augmentation operations on each frame is changed by an effective mechanism, Fourier Sampling that parameterizes diverse, smooth, and realistic temporal variations.

Action Segmentation Image Augmentation +3

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Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker

1 code implementation • 2 May 2022 • Jeongseok Hyun, Myunggu Kang, Dongyoon Wee, Dit-yan Yeung

The strong edge features allow SGT to track targets with tracking candidates selected by top-K scored detections with large K. As a result, even low-scored detections can be tracked, and the missed detections are also recovered.

Ranked #2 on Multi-Object Tracking on HiEve

motion prediction Multi-Object Tracking +3

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