Publication & Project

UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior

I-Hsiang Chen, Wei-Ting Chen, Yu-Wei Liu, Yuan-Chun Chiang, Sy-Yen Kuo, Ming-Hsuan Yang

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR Highlight), 2025 

[Project] [Paper]

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

Proceedings of the European Conference on Computer Vision (ECCV), 2024

[Project] [Paper]

Semantic Guidance Learning for High-Resolution Non-Homogeneous Dehazing

Yang, H. H., Chen, I., Hsieh, C. H., Chang, H. E., Chiang, Y. C., Chen, Y. C., ... & Kuo, S. Y.

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

[Paper]

TSRFormer: Transformer based two-stage refinement for single image shadow removal

Chang, H. E., Hsieh, C. H., Yang, H. H., Chen, I., Chen, Y. C., Chiang, Y. C., ... & Kuo, S. Y.

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

[Paper]

RVSL: Robust Vehicle Similarity Learning in Real Hazy Scenes Based on Semi-supervised Learning

I-Hsiang Chen*, Wei-Ting Chen*, Chih-Yuan Yeh, Hao-Hsiang Yang, Hua-En Chang, Jian-Jiun Ding & Sy-Yen Kuo 

(* indicates equal contribution.)

Proceedings of the European Conference on Computer Vision (ECCV), 2022

[Project] [Paper] [Dataset]

SJDL-Vehicle: Semi-supervised Joint Defogging Learning for Foggy Vehicle Re-identification

I-Hsiang Chen*, Wei-Ting Chen*, Chih-Yuan Yeh, Hao-Hsiang Yang, Jian-Jiun Ding & Sy-Yen Kuo 

(* indicates equal contribution.)

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022

[Project] [Paper] [Dataset]

ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-tree Complex Wavelet Representation and Contradict Channel Loss

Wei-Ting Chen*, Hao-Yu Fang*, Cheng-Lin Hsieh, Cheng-Che Tsai, I-Hsiang Chen, Jian-Jiun Ding, and Sy-Yen Kuo

(* indicates equal contribution.)

IEEE International Conference on Computer Vision (ICCV), 2021

[Project] [Paper] [Dataset]

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] [Paper] 

ContourletNet: A Generalized Rain Removal Architecture Using Multi-Direction Representation and Hierarchical Decomposition

Wei-Ting Chen, Cheng-Che Tsai, Hao-Yu Fang, I-Hsiang Chen, Jian-Jiun Ding, and Sy-Yen Kuo

British Machine Vision Conference (BMVC), 2021

[Project] [Paper] 

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, Sy-Yen Kuo

IEEE Transactions on Image Processing

[Paper]