SINET: Sparsity-driven Interpretable Neural Network for Underwater Image Enhancement

v1v2 (latest)

SINET: Sparsity-driven Interpretable Neural Network for Underwater Image Enhancement

2 September 2024

Saumik Bhattacharya

Aurobinda Routray

ArXiv (abs)PDF HTML

Papers citing "SINET: Sparsity-driven Interpretable Neural Network for Underwater Image Enhancement"

12 / 12 papers shown

Title
Toward Sufficient Spatial-Frequency Interaction for Gradient-aware Underwater Image Enhancement Chen Zhao Weiling Cai Chenyu Dong Ziqi Zeng 56 15 0 08 Sep 2023
Revisiting Sparse Convolutional Model for Visual Recognition Xili Dai Mingyang Li Pengyuan Zhai Shengbang Tong Xingjian Gao Shao-Lun Huang Zhihui Zhu Chong You Yi Ma FAtt 75 28 0 24 Oct 2022
Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization Nir Shlezinger Yonina C. Eldar Stephen P. Boyd 87 131 0 05 May 2022
A Wavelet-based Dual-stream Network for Underwater Image Enhancement Ziyin Ma Changjae Oh MDE 60 35 0 17 Feb 2022
U-shape Transformer for Underwater Image Enhancement Lintao Peng Chunli Zhu Liheng Bian ViT 64 349 0 23 Nov 2021
Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration Prasen Kumar Sharma Ira Bisht Arijit Sur 71 110 0 15 Jun 2021
Underwater Image Enhancement via Learning Water Type Desensitized Representations Zhenqi Fu Xiaopeng Lin Wu Wang Yue Huang Xinghao Ding 75 36 0 01 Feb 2021
Deep Unfolding Network for Image Super-Resolution Peng Sun Luc Van Gool Radu Timofte SupR 172 545 0 23 Mar 2020
Ada-LISTA: Learned Solvers Adaptive to Varying Models Aviad Aberdam Alona Golts Michael Elad 66 40 0 23 Jan 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 102 1,022 0 22 Dec 2019
An Underwater Image Enhancement Benchmark Dataset and Beyond Chongyi Li Chunle Guo Wenqi Ren Runmin Cong Junhui Hou Sam Kwong Dacheng Tao 3DV 86 1,289 0 11 Jan 2019
Maximal Sparsity with Deep Networks? Bo Xin Yizhou Wang Wen Gao David Wipf 3DPC 74 167 0 05 May 2016