1 code implementation • ECCV 2020 • Wei-Ting Chen, Hao-Yu Fang, Jian-Jiun Ding, Cheng-Che Tsai, Sy-Yen Kuo
It can classify snow particles according to their sizes and conduct snow removal in different scales.
no code implementations • 28 Nov 2023 • Ming-Yu Chung, Sheng-Yen Chou, Chia-Mu Yu, Pin-Yu Chen, Sy-Yen Kuo, Tsung-Yi Ho
Dataset distillation offers a potential means to enhance data efficiency in deep learning.
no code implementations • ICCV 2023 • Zhi-Kai Huang, Wei-Ting Chen, Yuan-Chun Chiang, Sy-Yen Kuo, Ming-Hsuan Yang
Crowd counting has recently attracted significant attention in the field of computer vision due to its wide applications to image understanding.
no code implementations • 20 Mar 2023 • Wei-Ting Chen, Wang Yifan, Sy-Yen Kuo, Gordon Wetzstein
Neural radiance fields (NeRFs) have demonstrated state-of-the-art performance for 3D computer vision tasks, including novel view synthesis and 3D shape reconstruction.
no code implementations • 2 Nov 2022 • Jhih-Cing Huang, Yu-Lin Tsai, Chao-Han Huck Yang, Cheng-Fang Su, Chia-Mu Yu, Pin-Yu Chen, Sy-Yen Kuo
Recently, quantum classifiers have been found to be vulnerable to adversarial attacks, in which quantum classifiers are deceived by imperceptible noises, leading to misclassification.
1 code implementation • 18 Sep 2022 • Wei-Ting Chen, I-Hsiang Chen, Chih-Yuan Yeh, Hao-Hsiang Yang, Hua-En Chang, Jian-Jiun Ding, Sy-Yen Kuo
Recently, vehicle similarity learning, also called re-identification (ReID), has attracted significant attention in computer vision.
1 code implementation • CVPR 2022 • Wei-Ting Chen, Zhi-Kai Huang, Cheng-Che Tsai, Hao-Hsiang Yang, Jian-Jiun Ding, Sy-Yen Kuo
At the KC, the student network aims to learn the comprehensive bad weather removal problem from multiple well-trained teacher networks where each of them is specialized in a specific bad weather removal problem.
1 code implementation • 25 Nov 2021 • Wei-Ting Chen, Cheng-Che Tsai, Hao-Yu Fang, I-Hsiang Chen, Jian-Jiun Ding, Sy-Yen Kuo
The rainy scenarios can be categorized into two classes: moderate rain and heavy rain scenes.
2 code implementations • 3 May 2021 • Hao-Hsiang Yang, Wei-Ting Chen, Hao-Lun Luo, Sy-Yen Kuo
This model extracts the image and the depth features by the bifurcated network in the encoder.
1 code implementation • ICCV 2021 • Wei-Ting Chen, Hao-Yu Fang, Cheng-Lin Hsieh, Cheng-Che Tsai, I-Hsiang Chen, Jian-Jiun Ding, Sy-Yen Kuo
Moreover, due to the limitation of existing snow datasets, to simulate the snow scenarios comprehensively, we propose a large-scale dataset called Comprehensive Snow Dataset (CSD).
1 code implementation • IEEE Transaction on Image Processing 2020 • Wei-Ting Chen, Hao-Yu Feng, Jian-Jiun Ding, Sy-Yen Kuo
In addition, to further enhance the performance of the method for haze removal, a patch-map-based DCP has been embedded into the network, and this module has been trained with the atmospheric light generator, patch map selection module, and refined module simultaneously.