JunWei Hsieh

JunWei Hsieh

National Taiwan Ocean University

H-index: 38

Asia-Taiwan

About JunWei Hsieh

JunWei Hsieh, With an exceptional h-index of 38 and a recent h-index of 21 (since 2020), a distinguished researcher at National Taiwan Ocean University, specializes in the field of computer vision, image processing, pattern recognition.

His recent articles reflect a diverse array of research interests and contributions to the field:

Smiletrack: Similarity learning for occlusion-aware multiple object tracking

Addressing Long-Tail Noisy Label Learning Problems: a Two-Stage Solution with Label Refurbishment Considering Label Rarity

MEDIATrack: Advanced Matching Strategy for Detection-Based Multi-Object Tracking

The 8th AI City Challenge

Pushing the Limit of Fine-Tuning for Few-Shot Learning: Where Feature Reusing Meets Cross-Scale Attention

RATs-NAS: Redirection of Adjacent Trails on GCN for Neural Architecture Search

MixNet: toward accurate detection of challenging scene text in the wild

PRB-FPN+: Video analytics for enforcing motorcycle helmet laws

JunWei Hsieh Information

University

Position

___

Citations(all)

8492

Citations(since 2020)

4787

Cited By

4380

hIndex(all)

38

hIndex(since 2020)

21

i10Index(all)

80

i10Index(since 2020)

37

Email

University Profile Page

National Taiwan Ocean University

Google Scholar

View Google Scholar Profile

JunWei Hsieh Skills & Research Interests

computer vision

image processing

pattern recognition

Top articles of JunWei Hsieh

Title

Journal

Author(s)

Publication Date

Smiletrack: Similarity learning for occlusion-aware multiple object tracking

Proceedings of the AAAI Conference on Artificial Intelligence

Yu-Hsiang Wang

Jun-Wei Hsieh

Ping-Yang Chen

Ming-Ching Chang

Hung-Hin So

...

2024/3/24

Addressing Long-Tail Noisy Label Learning Problems: a Two-Stage Solution with Label Refurbishment Considering Label Rarity

arXiv preprint arXiv:2403.02363

Ying-Hsuan Wu

Jun-Wei Hsieh

Li Xin

Shin-You Teng

Yi-Kuan Hsieh

...

2024/3/4

MEDIATrack: Advanced Matching Strategy for Detection-Based Multi-Object Tracking

Journal of Information Science and Engineering

WEI-SHAN CHANG

JUN-WEI HSIEH

CHUAN-WANG CHANG

KUO-CHIN FAN

2024/5/1

The 8th AI City Challenge

arXiv preprint arXiv:2404.09432

Shuo Wang

David C Anastasiu

Zheng Tang

Ming-Ching Chang

Yue Yao

...

2024/4/15

Pushing the Limit of Fine-Tuning for Few-Shot Learning: Where Feature Reusing Meets Cross-Scale Attention

Proceedings of the AAAI Conference on Artificial Intelligence

Ying-Yu Chen

Jun-Wei Hsieh

Xin Li

Ming-Ching Chang

2024/3/24

RATs-NAS: Redirection of Adjacent Trails on GCN for Neural Architecture Search

arXiv preprint arXiv:2305.04206

Yu-Ming Zhang

Jun-Wei Hsieh

Chun-Chieh Lee

Kuo-Chin Fan

2023/5/7

MixNet: toward accurate detection of challenging scene text in the wild

arXiv preprint arXiv:2308.12817

Yu-Xiang Zeng

Jun-Wei Hsieh

Xin Li

Ming-Ching Chang

2023/8/23

PRB-FPN+: Video analytics for enforcing motorcycle helmet laws

Bor-Shiun Wang

Ping-Yang Chen

Yi-Kuan Hsieh

Jun-Wei Hsieh

Ming-Ching Chang

...

2023

Siamese-NAS: Using Trained Samples Efficiently to Find Lightweight Neural Architecture by Prior Knowledge

Yu-Ming Zhang

Jun-Wei Hsieh

Chun-Chieh Lee

Kuo-Chin Fan

2023/7/24

Video analytics for detecting motorcyclist helmet rule violations

Chun-Ming Tsai

Jun-Wei Hsieh

Ming-Ching Chang

Guan-Lin He

Ping-Yang Chen

...

2023

Scale-Aware Crowd Count Network with Annotation Error Correction

arXiv preprint arXiv:2312.16771

Yi-Kuan Hsieh

Jun-Wei Hsieh

Yu-Chee Tseng

Ming-Ching Chang

Li Xin

2023/12/28

SARAS-net: scale and relation aware siamese network for change detection

Proceedings of the AAAI Conference on Artificial Intelligence

Chao-Peng Chen

Jun-Wei Hsieh

Ping-Yang Chen

Yi-Kuan Hsieh

Bor-Shiun Wang

2023/6/26

FishEye8K: a benchmark and dataset for fisheye camera object detection

Munkhjargal Gochoo

Munkh-Erdene Otgonbold

Erkhembayar Ganbold

Jun-Wei Hsieh

Ming-Ching Chang

...

2023

Mean-Shift Based Differentiable Architecture Search

IEEE Transactions on Artificial Intelligence

Jun-Wei Hsieh

Cheng-Han Chou

Ming-Ching Chang

Ping-Yang Chen

Santanu Santra

...

2023/11/7

Strengthening Spatial Relations to Multi-scale Features for Few-Shot Learning

Yi-Kuan Hsieh

Jun-Wei Hsieh

Ying-Yu Chen

Yu-Chee Tseng

2023/6/23

Fisheye Multiple Object Tracking by Learning Distortions Without Dewarping

Ping-Yang Chen

Jun-Wei Hsieh

Ming-Ching Chang

Munkhjargal Gochoo

Fang-Pang Lin

...

2023/10/8

Cooperative Multi-Objective Reinforcement Learning for Traffic Signal Control and Carbon Emission Reduction

arXiv preprint arXiv:2306.09662

Cheng Ruei Tang

Jun Wei Hsieh

Shin You Teng

2023/6/16

Multi-fusion feature pyramid for real-time hand detection

Multimedia Tools and Applications

Chuan-Wang Chang

Santanu Santra

Jun-Wei Hsieh

Pirdiansyah Hendri

Chi-Fang Lin

2022/4

Integrating Low-Cost LiDAR and Stereo Camera for 3D Object Detection with Lidar-Stereo Fusion and Cost Volume Enhancement

Shu-Mien Kao

Ching-Wen Ma

Jun-Wei Hsieh

2022/11/1

Real-Time Vehicle Counting by Deep-Learning Networks

Chun-Ming Tsai

Frank Y Shih

Jun-Wei Hsieh

2022/9/9

See List of Professors in JunWei Hsieh University(National Taiwan Ocean University)