191 citations · 198 across the 3 of their papers we have counts for
4 papers
SearchTrack: Multiple Object Tracking with Object-Customized Search and Motion-Aware Features
Zhong-Min Tsai, Yu-Ju Tsai, Chien-Yao Wang +3
The paper presents a new method, SearchTrack, for multiple object tracking and segmentation (MOTS). To address the association problem between detected objects, SearchTrack propose…
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS
Chien-Hsiang Huang, Hung-Yu Wu, Youn-Long Lin
We propose a new convolution neural network called HarDNet-MSEG for polyp segmentation. It achieves SOTA in both accuracy and inference speed on five popular datasets. For Kvasir-S…
RNNAccel: A Fusion Recurrent Neural Network Accelerator for Edge Intelligence
Chao-Yang Kao, Huang-Chih Kuo, Jian-Wen Chen +3
Many edge devices employ Recurrent Neural Networks (RNN) to enhance their product intelligence. However, the increasing computation complexity poses challenges for performance, ene…
HarDNet: A Low Memory Traffic Network
Ping Chao, Chao-Yang Kao, Yu-Shan Ruan +2
State-of-the-art neural network architectures such as ResNet, MobileNet, and DenseNet have achieved outstanding accuracy over low MACs and small model size counterparts. However, t…