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Publication
APGCC: Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance
APGCC: Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance
I-Hsiang Chen, Wei-Ting Chen, Yu-Wei Liu, Ming-Hsuan Yang, Sy-Yen Kuo
European Conference on Computer Vision (ECCV), 2024
[Project Page] [Paper] [Video]
RobustSAM: Segment Anything Robustly on Degraded Images
RobustSAM: Segment Anything Robustly on Degraded Images
Wei-Ting Chen, Yu-Jiet Vong, Sy-Yen Kuo, Sizhuo Ma*, Jian Wang*
(* Co-corresponding authors)
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2024
 (Highlight)
[Project Page] [Paper] [Video]
DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer
DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer
Wei-Ting Chen, Â Gurunandan Krishnan, Qiang Gao, Sy-Yen Kuo, Sizhuo Ma*, Jian Wang*
(* Co-corresponding authors)
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Project Page] [Paper] [Video]
DehazeNeRF: Multiple Image Haze Removal and 3D Shape Reconstruction using Neural Radiance Fields
DehazeNeRF: Multiple Image Haze Removal and 3D Shape Reconstruction using Neural Radiance Fields
Wei-Ting Chen*, Yifan Wang*, Sy-Yen Kuo and Gordon Wetzstein
(* indicates equal contribution.)
International Conference on 3D Vision, 2024 (Spotlight)
[Project Page] [Paper]
Counting Crowds in Bad Weather
Counting Crowds in Bad Weather
Wei-Ting Chen*, Zhi-Kai Huang*, Yuan-Chun Chiang, Sy-Yen Kuo and Ming-Hsuan Yang
(* indicates equal contribution.)
IEEE International Conference on Computer Vision (ICCV), 2023
[Project Page] [Paper]
Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model
Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model
Wei-Ting Chen*,Zhi-Kai Huang, Cheng-Che Tsai, Hao-Hsiang Yang, Jian-Jiun Ding, and Sy-Yen Kuo
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[Project Page] [Paper]
RVSL: Robust vehicle similarity learning in real hazy scenes based on semi-supervised learning
RVSL: Robust vehicle similarity learning in real hazy scenes based on semi-supervised learning
Wei-Ting Chen*, I-Hsiang Chan*, Chih-Yuan Yeh, Hao-Hsiang Yang, Hua-En Chang, Jian-Jiun Ding, and Sy-Yen Kuo
(* indicates equal contribution.)
European Conference on Computer Vision (ECCV), 2022
[Project Page] [Paper]
Missing Recovery: Single Image Reflection Removal Based on Auxiliary Prior Learning
Missing Recovery: Single Image Reflection Removal Based on Auxiliary Prior Learning
Wei-Ting Chen, Kuan-Yu Chen, I-Hsiang Chen, Hao-Yu Fang, Jian-Jiun Ding, and Sy-Yen Kuo
IEEE Transactions on Image Processing, 2022
[Project Page] [Paper]
Single Image Reflection Removal Based on Bi-Channels Prior
Single Image Reflection Removal Based on Bi-Channels Prior
Wei-Ting Chen, Yi-Wen Chen, Kuan-Yu Chen, Jian-Jiun Ding and Sy-Yen Kuo
IEEE International Conference on Image Processing (ICIP) 2022
[Project Page] [Paper]
SJDL-Vehicle: Semi-supervised Joint Defogging Learning for Foggy Vehicle Re-identification
SJDL-Vehicle: Semi-supervised Joint Defogging Learning for Foggy Vehicle Re-identification
Wei-Ting Chen*, I-Hsiang Chan*, Chih-Yuan Yeh, Hao-Hsiang Yang, Jian-Jiun Ding, and Sy-Yen Kuo
(* indicates equal contribution.)
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022
ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-tree Complex Wavelet Representation and Contradict Channel Loss
ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-tree Complex Wavelet Representation and Contradict Channel Loss
Wei-Ting Chen*, Hao-Yu Feng*, Cheng-Lin Hsieh, Cheng-Che Tsai, I-Hsiang Chan, Jian-Jiun Ding, and Sy-Yen Kuo
(* indicates equal contribution.)
IEEE International Conference on Computer Vision (ICCV), 2021
DesmokeNet: A Two-stage Smoke Removal Pipeline Based on Self-Attentive Feature Consensus and Multi-Level Contrastive Regularization
DesmokeNet: A Two-stage Smoke Removal Pipeline Based on Self-Attentive Feature Consensus and Multi-Level Contrastive Regularization
Wei-Ting Chen, Hao-Lun Lou, Hao-Yu Fang, I-Hsiang Chen, Yi-Wen Chen, Jian-Jiun Ding, and Sy-Yen Kuo
IEEE Transaction on Circuits and Systems for Video Technology
[Project Page] [Paper]
All Characteristics Preservation: Single Image Dehazing based on Hierarchical Detail Reconstruction Wavelet Decomposition Network
All Characteristics Preservation: Single Image Dehazing based on Hierarchical Detail Reconstruction Wavelet Decomposition Network
Wei-Ting Chen, Hao-Yu Feng, Jian-Jiun Ding, Cheng-Che Tsai, and Sy-Yen Kuo
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2021
[Paper]
Multi-Scale Aggregation with Self-Attention Network for Modeling Electrical Motor Dynamics
Multi-Scale Aggregation with Self-Attention Network for Modeling Electrical Motor Dynamics
Kuan-Chih Huang, Hao-Hsiang Yang, and Wei-Ting Chen
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2021
[Paper]
LRG-Net: Lightweight Residual Grid Network for Modeling Electrical Induction Motor Dynamics
LRG-Net: Lightweight Residual Grid Network for Modeling Electrical Induction Motor Dynamics
Hao-Hsiang Yang, Kuan-Chih Huang, Wei-Ting Chen, and Sy-Yen Kuo
European Signal Processing Conference (EUSIPCO), 2021
[Paper]
ContourletNet: A Generalized Rain Removal Architecture Using Multi-Direction Representation and Hierarchical Decomposition
ContourletNet: A Generalized Rain Removal Architecture Using Multi-Direction Representation and Hierarchical Decomposition
Wei-Ting Chen*, Cheng-Che Tasi*, Hao-Yu Feng, I-Hsiang Chen, Jian-Jiun Ding, and Sy-Yen Kuo
(* indicates equal contribution.)
British Machine Vision Conference (BMVC), 2021
[Project Page] [Paper]
Multi-modal Bifurcated Network for Depth Guided Image Relighting
Multi-modal Bifurcated Network for Depth Guided Image Relighting
Hao-Hsiang Yang*, Wei-Ting Chen*, Hao-Lun Luo, and Sy-Yen Kuo
(* indicates equal contribution.)
( Obtain the 1st position in NTIRE Depth Guided Image Relighting: Track 1 One-to-One relighting challenge at CVPR 2021.)
IEEE International Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2021
[Project Page] [Paper]
S3Net: A Single Stream Structure for Depth Guided Image Relighting
S3Net: A Single Stream Structure for Depth Guided Image Relighting
Hao-Hsiang Yang*, Wei-Ting Chen*, and Sy-Yen Kuo
(* indicates equal contribution.)
( Obtain the 3rd position in NTIRE Depth Guided Image Relighting: Track 2 Any-to-Any relighting challenge at CVPR 2021.)
IEEE International Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2021
[Project Page] [Paper]
LAFFNet: A Lightweight Adaptive Feature Fusion Network for Underwater Image Enhancement
LAFFNet: A Lightweight Adaptive Feature Fusion Network for Underwater Image Enhancement
Hao-Hsiang Yang, Kuan-Chih Huang, and Wei-Ting Chen
International Conference on Robotics and Automation (ICRA), 2021
[Project Page] [Paper]
PMHLD: Patch Map Based Hybrid Learning DehazeNet for Single Image Haze Removal
PMHLD: Patch Map Based Hybrid Learning DehazeNet for Single Image Haze Removal
Wei-Ting Chen, Hao-Yu Feng, Jian-Jiun Ding, Sy-Yen Kuo
IEEE Transaction on Image Processing
[Project Page] [Paper]
JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm Based on Modified Partial Convolution and Veiling Effect Removal
JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm Based on Modified Partial Convolution and Veiling Effect Removal
Wei-Ting Chen, Hao-Yu Feng, Jian-Jiun Ding, Cheng-Che Tsai, Sy-Yen Kuo
European Conference on Computer Vision (ECCV), 2020
[Project Page] [Paper]
PMS-Net: Robust Haze Removal Based on Patch Map for Single Images
PMS-Net: Robust Haze Removal Based on Patch Map for Single Images
Wei-Ting Chen, Jian-Jiun Ding, Sy-Yen Kuo
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Color Channel-Based Smoke Removal Algorithm Using Machine Learning for Static Images
Color Channel-Based Smoke Removal Algorithm Using Machine Learning for Static Images
Wei-Ting Chen, Shih-Yi Yuan, Gui-Cheng Tsai, Hui-Chih Wang, Sy-Yen Kuo
IEEE International Conference on Image Processing (ICIP), 2018
[Project Page] [Paper]
Efficient Reflection Removal Algorithm for Single Image by Pixel Compensation and Detail Reconstruction
Efficient Reflection Removal Algorithm for Single Image by Pixel Compensation and Detail Reconstruction
Gui-Cheng Tsai, Wei-Ting Chen, Shih-Yi Yuan, Sy-Yen Kuo
IEEE International Conference on Digital Signal Processing (DSP), 2018
[Project Page] [Paper]
Submitted Material
Submitted Material
Project
Project
A Melanin Evaluation and Blood Pressure Application based on the CMOS Photoplethysmography (PPG) System on a Chip
A Melanin Evaluation and Blood Pressure Application based on the CMOS Photoplethysmography (PPG) System on a Chip
Advisor: Sheng-Chieh Huang
Diffused-aided frequency-domain diffuse optical imaging for brain
Diffused-aided frequency-domain diffuse optical imaging for brain
Advisor: Ching-Cheng Chuang
Funded by College Student Research Scholarship, NSC.
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