Zobrazeno 1 - 10
of 1 292
pro vyhledávání: '"Huang Ting-Zhu"'
Autor:
Zheng, Yu-Bang, Zhao, Xi-Le, Zeng, Junhua, Li, Chao, Zhao, Qibin, Li, Heng-Chao, Huang, Ting-Zhu
Tensor network (TN) representation is a powerful technique for computer vision and machine learning. TN structure search (TN-SS) aims to search for a customized structure to achieve a compact representation, which is a challenging NP-hard problem. Re
Externí odkaz:
http://arxiv.org/abs/2305.14912
Publikováno v:
In Signal Processing February 2025 227
Autor:
Wang, Jin-Ju, Dobigeon, Nicolas, Chabert, Marie, Wang, Ding-Cheng, Huang, Ting-Zhu, Huang, Jie
In the context of Earth observation, the detection of changes is performed from multitemporal images acquired by sensors with possibly different spatial and/or spectral resolutions or even different modalities (e.g. optical, radar). Even limiting to
Externí odkaz:
http://arxiv.org/abs/2203.00948
Pansharpening refers to the fusion of a panchromatic image with a high spatial resolution and a multispectral image with a low spatial resolution, aiming to obtain a high spatial resolution multispectral image. In this paper, we propose a novel deep
Externí odkaz:
http://arxiv.org/abs/2112.02237
The linear transform-based tensor nuclear norm (TNN) methods have recently obtained promising results for tensor completion. The main idea of this type of methods is exploiting the low-rank structure of frontal slices of the targeted tensor under the
Externí odkaz:
http://arxiv.org/abs/2110.08774
The robust tensor completion (RTC) problem, which aims to reconstruct a low-rank tensor from partially observed tensor contaminated by a sparse tensor, has received increasing attention. In this paper, by leveraging the superior expression of the ful
Externí odkaz:
http://arxiv.org/abs/2110.08754
Hyperspectral image has become increasingly crucial due to its abundant spectral information. However, It has poor spatial resolution with the limitation of the current imaging mechanism. Nowadays, many convolutional neural networks have been propose
Externí odkaz:
http://arxiv.org/abs/2109.02079
Autor:
Wang, Jin-Ju, Dobigeon, Nicolas, Chabert, Marie, Wang, Ding-Cheng, Huang, Ting-Zhu, Huang, Jie
Publikováno v:
In Information Fusion July 2024 107
Publikováno v:
In Information Fusion June 2024 106
Publikováno v:
In Signal Processing May 2025 230