Search Results for author: Yuelin Zhang

Found 3 papers, 2 papers with code

Motion-Guided Dual-Camera Tracker for Low-Cost Skill Evaluation of Gastric Endoscopy

1 code implementation8 Mar 2024 Yuelin Zhang, Wanquan Yan, Kim Yan, Chun Ping Lam, Yufu Qiu, Pengyu Zheng, Raymond Shing-Yan Tang, Shing Shin Cheng

In this work, a motion-guided dual-camera tracker is proposed to provide reliable endoscope tip position feedback at a low cost inside a mechanical simulator for endoscopy skill evaluation, tackling several unique challenges.

Object Tracking Position +1

A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning

1 code implementation5 Mar 2024 Yuelin Zhang, Pengyu Zheng, Wanquan Yan, Chengyu Fang, Shing Shin Cheng

To address this problem, a unified framework including the multi-pyramid transformer (MPT) and extended frequency contrastive regularization (EFCR) is proposed to tackle two outstanding challenges in microscopy deblur: longer attention span and data deficiency.

Contrastive Learning Transfer Learning

TDACNN: Target-domain-free Domain Adaptation Convolutional Neural Network for Drift Compensation in Gas Sensors

no code implementations14 Oct 2021 Yuelin Zhang, Sihao Xiang, Zehuan Wang, Xiaoyan Peng, Yutong Tian, Shukai Duan, Jia Yan

Sensor drift is a long-existing unpredictable problem that deteriorates the performance of gaseous substance recognition, calling for an antidrift domain adaptation algorithm.

Domain Adaptation

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