Search Results for author: Huajun Liu

Found 3 papers, 2 papers with code

Polarized Self-Attention: Towards High-quality Pixel-wise Regression

6 code implementations arXiv preprint 2021 Huajun Liu, Fuqiang Liu, Xinyi Fan, Dong Huang

Pixel-wise regression is probably the most common problem in fine-grained computer vision tasks, such as estimating keypoint heatmaps and segmentation masks.

Ranked #2 on Keypoint Detection on MS COCO (Validation AP metric)

2D Pose Estimation Keypoint Detection +4

DeepDA: LSTM-based Deep Data Association Network for Multi-Targets Tracking in Clutter

no code implementations16 Jul 2019 Huajun Liu, HUI ZHANG, Christoph Mertz

The Long Short-Term Memory (LSTM) neural network based data association algorithm named as DeepDA for multi-target tracking in clutters is proposed to deal with the NP-hard combinatorial optimization problem in this paper.

Combinatorial Optimization

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