1 code implementation • 15 Oct 2024 • Zhengxue Wang, Zhiqiang Yan, Jinshan Pan, Guangwei Gao, Kai Zhang, Jian Yang
Recent RGB-guided depth super-resolution methods have achieved impressive performance under the assumption of fixed and known degradation (e. g., bicubic downsampling).
1 code implementation • 12 Sep 2024 • Yuan Wu, Zhiqiang Yan, Zhengxue Wang, Xiang Li, Le Hui, Jian Yang
MGHS projects the 2D image features into multiple subspaces, where each grid contains features within reasonable height ranges.
no code implementations • 21 Feb 2024 • Zhengxue Wang, Zhiqiang Yan, Ming-Hsuan Yang, Jinshan Pan, Guangwei Gao, Ying Tai, Jian Yang
Specifically, we design an All-in-one Prior Propagation that computes the similarity between multi-modal scene priors, i. e., RGB, normal, semantic, and depth, to reduce the texture interference.
1 code implementation • 10 Dec 2023 • Zhengxue Wang, Zhiqiang Yan, Jian Yang
Recent image guided DSR approaches mainly focus on spatial domain to rebuild depth structure.
1 code implementation • 28 Apr 2022 • Guangwei Gao, Zhengxue Wang, Juncheng Li, Wenjie Li, Yi Yu, Tieyong Zeng
Single-image super-resolution (SISR) has achieved significant breakthroughs with the development of deep learning.
no code implementations • 24 Mar 2021 • Zhengxue Wang, Guangwei Gao, Juncheng Li, Yi Yu, Huimin Lu
Recently, the single image super-resolution (SISR) approaches with deep and complex convolutional neural network structures have achieved promising performance.