Disentangling Light Fields for Super-Resolution and Disparity Estimation

22 February 2022

Jingyi Yu

Papers citing "Disentangling Light Fields for Super-Resolution and Disparity Estimation"

31 / 31 papers shown

Title
V2V3D: View-to-View Denoised 3D Reconstruction for Light-Field Microscopy Jiayin Zhao Zhenqi Fu Tao Yu Hui Qiao 38 0 0 10 Apr 2025
MaskBlur: Spatial and Angular Data Augmentation for Light Field Image Super-Resolution Wentao Chao Fuqing Duan Yulan Guo Guanghui Wang 41 1 0 09 Oct 2024
PNR: Physics-informed Neural Representation for high-resolution LFM reconstruction Jiayin Zhao Zhifeng Zhao Jiamin Wu Tao Yu Hui Qiao AI4CE 32 1 0 26 Sep 2024
LGFN: Lightweight Light Field Image Super-Resolution using Local Convolution Modulation and Global Attention Feature Extraction Zhongxin Yu Liang Chen Zhiyun Zeng Kunping Yang Shaofei Luo Shaorui Chen Cheng Zhong SupR 44 0 0 26 Sep 2024
LFIC-DRASC: Deep Light Field Image Compression Using Disentangled Representation and Asymmetrical Strip Convolution Shiyu Feng Yun Zhang Linwei Zhu Sam Kwong 28 0 0 18 Sep 2024
Enhancing Underwater Imaging with 4-D Light Fields: Dataset and Method Yuji Lin Xianqiang Lyu Junhui Hou Qian Zhao Deyu Meng 53 0 0 30 Aug 2024
Efficient Multi-disparity Transformer for Light Field Image Super-resolution Zeke Zexi Hu Haodong Chen Yuk Ying Chung Xiaoming Chen 51 0 0 22 Jul 2024
LFMamba: Light Field Image Super-Resolution with State Space Model Wang xia Yao Lu Shunzhou Wang Ziqi Wang Peiqi Xia Tianfei Zhou Mamba 56 4 0 18 Jun 2024
MDeRainNet: An Efficient Neural Network for Rain Streak Removal from Macro-pixel Images Tao Yan Weijiang He Chenglong Wang Xiangjie Zhu Yinghui Wang Rynson W. H. Lau 48 0 0 15 Jun 2024
Incorporating Degradation Estimation in Light Field Spatial Super-Resolution Zeyu Xiao Zhiwei Xiong 24 3 0 11 May 2024
Unsupervised Learning of High-resolution Light Field Imaging via Beam Splitter-based Hybrid Lenses Jianxin Lei Chengcai Xu Langqing Shi Junhui Hou Ping Zhou 33 1 0 29 Feb 2024
Beyond Subspace Isolation: Many-to-Many Transformer for Light Field Image Super-resolution Zeke Zexi Hu Xiaoming Chen Yuk Ying Chung Yiran Shen 37 1 0 01 Jan 2024
LFSRDiff: Light Field Image Super-Resolution via Diffusion Models Wentao Chao Fuqing Duan Xuechun Wang Yingqian Wang Guanghui Wang DiffM 50 6 0 27 Nov 2023
Learning based Deep Disentangling Light Field Reconstruction and Disparity Estimation Application Langqing Shi Ping Zhou 3DV 19 1 0 14 Nov 2023
Enhancing Low-light Light Field Images with A Deep Compensation Unfolding Network Xianqiang Lyu Junhui Hou 35 4 0 10 Aug 2023
OAFuser: Towards Omni-Aperture Fusion for Light Field Semantic Segmentation Fei Teng Jiaming Zhang Kunyu Peng Yaonan Wang Rainer Stiefelhagen Kailun Yang 45 4 0 28 Jul 2023
Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression Jinglei Shi Yihong Xu C. Guillemot 32 6 0 12 Jul 2023
Probabilistic-based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising Xianqiang Lyu Junhui Hou 41 3 0 15 Jun 2023
Physics-Informed Ensemble Representation for Light-Field Image Super-Resolution Manchang Jin Gaosheng Liu Kunshu Hu Xin Luo Kun Li Jingyu Yang 93 3 0 31 May 2023
Toward Real-World Light Field Super-Resolution Zeyu Xiao Ruisheng Gao Yutong Liu Yueyi Zhang Zhiwei Xiong SupR 32 9 0 30 May 2023
OccCasNet: Occlusion-aware Cascade Cost Volume for Light Field Depth Estimation Wentao Chao Fuqing Duan Xuechun Wang Yingqian Wang Guanghui Wang 3DV 42 5 0 28 May 2023
NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Results Yingqian Wang Longguang Wang Zhengyu Liang Jung-Mo Yang Radu Timofte Y. Guo 44 39 0 20 Apr 2023
Learning Non-Local Spatial-Angular Correlation for Light Field Image Super-Resolution Zhengyu Liang Yingqian Wang Longguang Wang Jungang Yang Shilin Zhou Y. Guo 42 38 0 16 Feb 2023
Matching entropy based disparity estimation from light field Ligen Shi Chang Liu Di He Xingke Zhao Jun Qiu 3DV 37 2 0 28 Oct 2022
Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation Wentao Chao Xuechun Wang Yingqian Wang Liang Chang Fuqing Duan 35 30 0 20 Aug 2022
Learning Mutual Modulation for Self-Supervised Cross-Modal Super-Resolution Xiaoyu Dong Naoto Yokoya Longguang Wang Tatsumi Uezato 47 18 0 19 Jul 2022
Geo-NI: Geometry-aware Neural Interpolation for Light Field Rendering Gaochang Wu Yuemei Zhou Yebin Liu Lu Fang Tianyou Chai 3DH AI4CE 46 0 0 20 Jun 2022
Real-World Light Field Image Super-Resolution via Degradation Modulation Yingqian Wang Zhengyu Liang Longguang Wang Jungang Yang Wei An Yulan Guo SupR 28 24 0 13 Jun 2022
Light Field Depth Estimation via Stitched Epipolar Plane Images Ping Zhou Langqing Shi Xiaoyang Liu Jing Jin Yuting Zhang Junhui Hou MDE 22 8 0 29 Mar 2022
Occlusion-Aware Cost Constructor for Light Field Depth Estimation Yingqian Wang Longguang Wang Zhengyu Liang Jung-Mo Yang W. An Yulan Guo 3DV 37 78 0 03 Mar 2022
A Systematic Survey of Deep Learning-based Single-Image Super-Resolution Juncheng Li Zehua Pei Wenjie Li Guangwei Gao Longguang Wang Yingqian Wang T. Zeng 31 46 0 29 Sep 2021