1 code implementation • 28 Apr 2023 • Mingsong Li, Yikun Liu, Tao Xiao, Yuwen Huang, Gongping Yang
Moreover, we customize a Local-Global Transformer (LGT) to simultaneously model local and global dependencies, and further formulate an LGT-based prior module for image denoising.
1 code implementation • IEEE Transactions on Geoscience and Remote Sensing 2023 • Mingsong Li, Wei Li, Yikun Liu, Yuwen Huang, and Gongping Yang.
Subsequently, based on distance covariance descriptor, a dual channel distance covariance representation (DC-DCR) module is proposed for modeling unified spectral-spatial feature representations and exploring spectral-spatial relationships, especially linear and nonlinear interdependence in spectral domain.
Ranked #1 on Hyperspectral Image Classification on Indian Pines (OA@5%perclass metric)
Hyperspectral image analysis Hyperspectral Image Classification +1
1 code implementation • IEEE Transactions on Circuits and Systems for Video Technology 2022 • Mingsong Li, Yikun Liu, Guangkuo Xue, Yuwen Huang, and Gongping Yang
Specifically, based on two similarity measures, we firstly design an adaptive weight addition based spectral vector self-similarity module (AWA-SVSS) in input space and a Euclidean distance based feature vector self-similarity module (ED-FVSS) in feature space to fully mine the central vector oriented spatial relationships.
Ranked #1 on Hyperspectral Image Classification on Indian Pines (OA@10%perclass metric)
Hyperspectral image analysis Hyperspectral Image Classification +1