1 code implementation • 12 Nov 2022 • Yu-Hsi Chen, Chien-Yao Wang, Cheng-Yun Yang, Hung-Shuo Chang, Youn-Long Lin, Yung-Yu Chuang, Hong-Yuan Mark Liao
We propose a post-processor, called NeighborTrack, that leverages neighbor information of the tracking target to validate and improve single-object tracking (SOT) results.
Ranked #1 on Visual Object Tracking on UAV123
1 code implementation • 29 Oct 2022 • Zhong-Min Tsai, Yu-Ju Tsai, Chien-Yao Wang, Hong-Yuan Liao, Youn-Long Lin, Yung-Yu Chuang
For each object, a customized fully convolutional search engine is created by SearchTrack by learning a set of weights for dynamic convolutions specific to the object.
2 code implementations • 15 Sep 2022 • Ting-Yu Liao, Ching-Hui Yang, Yu-Wen Lo, Kuan-Ying Lai, Po-Huai Shen, Youn-Long Lin
The codes are available on https://github. com/kytimmylai/DFUC2022 (for Diabetic Foot Ulcers Segmentation) and https://github. com/YuWenLo/HarDNet-DFUS (for Colonoscopy Polyp Segmentation).
Ranked #4 on Medical Image Segmentation on Kvasir-SEG
3 code implementations • 18 Jan 2021 • Chien-Hsiang Huang, Hung-Yu Wu, Youn-Long Lin
The decoder part is inspired by the Cascaded Partial Decoder, known for fast and accurate salient object detection.
Ranked #11 on Medical Image Segmentation on ETIS-LARIBPOLYPDB
no code implementations • 26 Oct 2020 • Chao-Yang Kao, Huang-Chih Kuo, Jian-Wen Chen, Chiung-Liang Lin, Pin-Han Chen, Youn-Long Lin
Many edge devices employ Recurrent Neural Networks (RNN) to enhance their product intelligence.
20 code implementations • ICCV 2019 • Ping Chao, Chao-Yang Kao, Yu-Shan Ruan, Chien-Hsiang Huang, Youn-Long Lin
We propose a Harmonic Densely Connected Network to achieve high efficiency in terms of both low MACs and memory traffic.
Ranked #9 on Real-Time Semantic Segmentation on Cityscapes test