51 citations · 338 across the 55 of their papers we have counts for
6 papers · 1 filter
Raw Image Deblurring
Chih-Hung Liang, Yu-An Chen, Yueh-Cheng Liu +1
Deep learning-based blind image deblurring plays an essential role in solving image blur since all existing kernels are limited in modeling the real world blur. Thus far, researche…
GDN: A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection
Kuang-Yu Jeng, Yueh-Cheng Liu, Zhe Yu Liu +4
We proposed an end-to-end grasp detection network, Grasp Detection Network (GDN), cooperated with a novel coarse-to-fine (C2F) grasp representation design to detect diverse and acc…
Efficient and Phase-aware Video Super-resolution for Cardiac MRI
Jhih-Yuan Lin, Yu-Cheng Chang, Winston H. Hsu
Cardiac Magnetic Resonance Imaging (CMR) is widely used since it can illustrate the structure and function of heart in a non-invasive and painless way. However, it is time-consumin…
Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning
Jia-Fong Yeh, Hsin-Ying Lee, Bing-Chen Tsai +3
In recent years, few-shot learning problems have received a lot of attention. While methods in most previous works were trained and tested on datasets in one single domain, cross-d…
Expanding Sparse Guidance for Stereo Matching
Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu +2
The performance of image based stereo estimation suffers from lighting variations, repetitive patterns and homogeneous appearance. Moreover, to achieve good performance, stereo sup…
xCos: An Explainable Cosine Metric for Face Verification Task
Yu-Sheng Lin, Zhe-Yu Liu, Yu-An Chen +3
We study the XAI (explainable AI) on the face recognition task, particularly the face verification here. Face verification is a crucial task in recent days and it has been deployed…