Going Deeper with Contextual CNN for Hyperspectral Image Classification

12 April 2016

Papers citing "Going Deeper with Contextual CNN for Hyperspectral Image Classification"

34 / 34 papers shown

Title
Spatial-Geometry Enhanced 3D Dynamic Snake Convolutional Neural Network for Hyperspectral Image Classification Guandong Li M. Ye 35 3 0 06 Apr 2025
A Hybrid Random Forest and CNN Framework for Tile-Wise Oil-Water Classification in Hyperspectral Images Mehdi Nickzamir Seyed Mohammad Sheikh Ahamdi Gandab 34 0 0 01 Feb 2025
Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer Guanyiman Fu Fengchao Xiong Jianfeng Lu Jun Zhou Jiantao Zhou Yuntao Qian ViT 26 11 0 31 Dec 2023
Spatial-Spectral Hyperspectral Classification based on Learnable 3D Group Convolution Guandong Li M. Ye 31 6 0 15 Jul 2023
Multimodal Hyperspectral Image Classification via Interconnected Fusion Lu Huo Jiahao Xia Leijie Zhang Haimin Zhang Min Xu 32 2 0 02 Apr 2023
Objective Evaluation-based High-efficiency Learning Framework for Hyperspectral Image Classification Xuming Zhang Jian Yan Jia Tian Wei Li X. Gu Q. Tian 20 2 0 10 Jan 2023
Bayesian Layer Graph Convolutioanl Network for Hyperspetral Image Classification Mingyang Zhang Ziqi Di Maoguo Gong Yue Wu Hao Li Xiangming Jiang BDL UQCV 35 0 0 14 Nov 2022
A new Stack Autoencoder: Neighbouring Sample Envelope Embedded Stack Autoencoder Ensemble Model Chuanyan Zhou Jie Ma Fan Li Yongming Li Pin Wang Xiaoheng Zhang 18 0 0 25 Oct 2022
Enhancing Security Patch Identification by Capturing Structures in Commits Bozhi Wu Shangqing Liu Ruitao Feng Xiaofei Xie J. Siow Shang-Wei Lin 30 30 0 19 Jul 2022
A CNN with Noise Inclined Module and Denoise Framework for Hyperspectral Image Classification Z. Gong P. Zhong Jiahao Qi Panhe Hu 34 10 0 25 May 2022
Exploring Cross-Domain Pretrained Model for Hyperspectral Image Classification Hyungtae Lee Sungmin Eum H. Kwon 30 22 0 07 Apr 2022
Kernel Extreme Learning Machine Optimized by the Sparrow Search Algorithm for Hyperspectral Image Classification Zhixin Yan Jiawei Huang Kehua Xiang 11 0 0 03 Apr 2022
Self-supervised Contrastive Learning for Cross-domain Hyperspectral Image Representation Hyungtae Lee H. Kwon SSL 22 17 0 08 Feb 2022
Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction Marcin Pietroñ Dominik Zurek 30 13 0 28 Dec 2021
A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples Sen Jia Shuguo Jiang Zhijie Lin Nanying Li Meng Xu Shiqi Yu VLM 40 275 0 03 Dec 2021
MCUa: Multi-level Context and Uncertainty aware Dynamic Deep Ensemble for Breast Cancer Histology Image Classification Zakaria Senousy M. Abdelsamea M. Gaber Moloud Abdar R. Acharya Abbas Khosravi S. Nahavandi 10 55 0 24 Aug 2021
Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification Di Wang Bo Du Lefei Zhang 21 20 0 26 Jun 2021
A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification Qiqi Zhu Weihuan Deng Zhuo Zheng Yanfei Zhong Qingfeng Guan Weihua Lin Liangpei Zhang Deren Li 24 120 0 29 May 2021
A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features Jun Li Zhaocong Wu Zhongwen Hu Canliang Jian Shaojie Luo Lichao Mou Xiaoxiang Zhu M. Molinier 28 52 0 29 Apr 2021
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification Shengjie Liu Haowen Luo Q. Shi 18 21 0 29 Jun 2020
Statistical Loss and Analysis for Deep Learning in Hyperspectral Image Classification Z. Gong P. Zhong Weidong Hu 16 49 0 28 Dec 2019
Deep Manifold Embedding for Hyperspectral Image Classification Z. Gong Weidong Hu Xiaoyong Du P. Zhong Panhe Hu 29 27 0 24 Dec 2019
Naive Gabor Networks for Hyperspectral Image Classification Chenying Liu Jun Li Lin He Antonio J. Plaza Shutao Li Bo Li 39 45 0 09 Dec 2019
Optimizing CNN-based Hyperspectral Image Classification on FPGAs Shuanglong Liu Ringo S. W. Chu Xiwei Wang Wayne Luk 15 10 0 27 Jun 2019
Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification Sheng Wan Chen Gong P. Zhong Bo Du Lefei Zhang Jian Yang 27 360 0 14 May 2019
Deep Learning for Classification of Hyperspectral Data: A Comparative Review Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 23 466 0 24 Apr 2019
Validating Hyperspectral Image Segmentation J. Nalepa Michal Myller M. Kawulok 13 78 0 08 Nov 2018
Deep Smoke Segmentation Feiniu Yuan Lin Zhang Xue Xia Boyang Wan Qinghua Huang Xuelong Li 21 101 0 04 Sep 2018
Anchor Cascade for Efficient Face Detection B. Yu Dacheng Tao CVBM 43 24 0 09 May 2018
Semantic Edge Detection with Diverse Deep Supervision Yun-Hai Liu Ming-Ming Cheng Jiawang Bian Le Zhang Peng-Tao Jiang Yang Cao 30 100 0 09 Apr 2018
Machine learning based hyperspectral image analysis: A survey Utsav B. Gewali S. Monteiro E. Saber 29 116 0 23 Feb 2018
Hydra: an Ensemble of Convolutional Neural Networks for Geospatial Land Classification Rodrigo Minetto Maurício Pamplona Segundo Sudeep Sarkar 42 132 0 10 Feb 2018
Cross-domain CNN for Hyperspectral Image Classification Hyungtae Lee Sungmin Eum H. Kwon 26 21 0 31 Jan 2018
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation F. Alam J. Zhou Alan Wee-Chung Liew Wenxuan Wang Jocelyn Chanussot Yongsheng Gao SSeg 38 25 0 13 Nov 2017