HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification

18 February 2019

Papers citing "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification"

50 / 76 papers shown

Title
HS-Mamba: Full-Field Interaction Multi-Groups Mamba for Hyperspectral Image Classification Hongxing Peng Kang Lin Huanai Liu Mamba 22 0 0 22 Apr 2025
HyperFree: A Channel-adaptive and Tuning-free Foundation Model for Hyperspectral Remote Sensing Imagery Jingtao Li Y. Liu Xinyu Wang Yunning Peng Chen Sun ... Tian Ke Xiao Jiang Tangwei Lu Anran Zhao Yanfei Zhong VLM 50 0 0 27 Mar 2025
Hyperspectral Imaging for Identifying Foreign Objects on Pork Belly Gabriela Ghimpeteanu Hayat Rajani Josep Quintana Rafael García 56 0 0 20 Mar 2025
ChromaFormer: A Scalable and Accurate Transformer Architecture for Land Cover Classification Mingshi Li Dusan Grujicic Ben Somers Stien Heremans S. D. Saeger Matthew B. Blaschko ViT 44 0 0 11 Mar 2025
EnergyFormer: Energy Attention with Fourier Embedding for Hyperspectral Image Classification S. Muhammad Usama Usman Ghous Manuel Mazzara Salvatore Distefano Muhammad Ahmad 46 1 0 11 Mar 2025
Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification Yimin Zhu Linlin Xu DiffM 40 1 0 27 Feb 2025
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification Yan He Bing Tu Puzhao Jiang Bo Liu Jun Li Antonio J. Plaza 26 10 0 07 Oct 2024
Spatial-Aware Conformal Prediction for Trustworthy Hyperspectral Image Classification Kangdao Liu Tianhao Sun Hao Zeng Yongshan Zhang Chi-Man Pun Chi-Man Vong EDL 21 1 0 02 Sep 2024
3D-RCNet: Learning from Transformer to Build a 3D Relational ConvNet for Hyperspectral Image Classification Haizhao Jing Liuwei Wan Xizhe Xue Haokui Zhang Ying Li ViT 12 0 0 25 Aug 2024
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification Ali Jamali S. K. Roy Danfeng Hong Bing Lu Pedram Ghamisi 32 24 0 22 Jun 2024
Boosting Hyperspectral Image Classification with Gate-Shift-Fuse Mechanisms in a Novel CNN-Transformer Approach Mohamed Fadhlallah Guerri C. Distante Paolo Spagnolo F. Bougourzi Abdelmalik Taleb-Ahmed 16 0 0 20 Jun 2024
Importance of Disjoint Sampling in Conventional and Transformer Models for Hyperspectral Image Classification Muhammad Ahmad Manuel Mazzara Salvatore Distifano 18 2 0 23 Apr 2024
3D-Convolution Guided Spectral-Spatial Transformer for Hyperspectral Image Classification Shyam Varahagiri Aryaman Sinha S. Dubey Satish Kumar Singh 22 3 0 20 Apr 2024
DMSSN: Distilled Mixed Spectral-Spatial Network for Hyperspectral Salient Object Detection Haolin Qin Tingfa Xu Peifu Liu Jingxuan Xu Jianan Li 31 9 0 31 Mar 2024
Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images Jianhan Qi Yuheng Jia Hui Liu Junhui Hou 27 2 0 04 Mar 2024
Hybrid CNN Bi-LSTM neural network for Hyperspectral image classification Alok Ranjan Sahoo Pavan Chakraborty 6 3 0 15 Feb 2024
Contrastive Learning for Regression on Hyperspectral Data Mohamad Dhaini Maxime Berar Paul Honeine A. V. Exem 11 1 0 12 Feb 2024
PCB-Vision: A Multiscene RGB-Hyperspectral Benchmark Dataset of Printed Circuit Boards Elias Arbash Margret Fuchs Behnood Rasti S. Lorenz Pedram Ghamisi R. Gloaguen 11 4 0 12 Jan 2024
BSS-Bench: Towards Reproducible and Effective Band Selection Search Wenshuai Xu Zhenbo Xu 19 0 0 22 Dec 2023
HyperDID: Hyperspectral Intrinsic Image Decomposition with Deep Feature Embedding Z. Gong Xian Zhou Wen Yao Xiaohu Zheng Ping Zhong 17 6 0 25 Nov 2023
Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification M. Q. Alkhatib M. Al-Saad N. Aburaed M. S. Zitouni Hussain Al Ahmad 16 5 0 02 Nov 2023
MultiScale Spectral-Spatial Convolutional Transformer for Hyperspectral Image Classification Zhiqiang Gong Xian Zhou Wen Yao ViT 8 1 0 28 Oct 2023
Deep Intrinsic Decomposition with Adversarial Learning for Hyperspectral Image Classification Zhiqiang Gong Xian Zhou Wen Yao 11 1 0 28 Oct 2023
Hyperspectral Benchmark: Bridging the Gap between HSI Applications through Comprehensive Dataset and Pretraining Hannah Frank Leon Amadeus Varga Andreas Zell 10 0 0 20 Sep 2023
FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pretraining Shaheera Mohamed Maryam Haghighat Tharindu Fernando S. Sridharan Clinton Fookes Peyman Moghadam ViT 8 9 0 18 Sep 2023
Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping Ali Jamali S. K. Roy Danfeng Hong P. M. Atkinson Pedram Ghamisi 12 11 0 09 Aug 2023
Training Methods of Multi-label Prediction Classifiers for Hyperspectral Remote Sensing Images S. Haidar José Oramas 13 3 0 17 Jan 2023
Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification Meng Wang Feng Gao Junyu Dong Hengchao Li Q. Du SSL 23 65 0 09 Jan 2023
A Hyperspectral and RGB Dataset for Building Facade Segmentation N. Habili Ernest Kwan Weihao Li C. Webers Jeremy Oorloff M. Armin L. Petersson 14 7 0 06 Dec 2022
Wavelength-aware 2D Convolutions for Hyperspectral Imaging Leon Amadeus Varga Martin Messmer Nuri Benbarka A. Zell 6 2 0 05 Sep 2022
Masked Spatial-Spectral Autoencoders Are Excellent Hyperspectral Defenders Jiahao Qi Z. Gong Xingyue Liu Kangcheng Bin Chen Chen Yongqiang Li Wei Xue Yu Zhang P. Zhong AAML 26 6 0 16 Jul 2022
DiverGet: A Search-Based Software Testing Approach for Deep Neural Network Quantization Assessment Ahmed Haj Yahmed Houssem Ben Braiek Foutse Khomh S. Bouzidi Rania Zaatour MQ 20 7 0 13 Jul 2022
Agricultural Plantation Classification using Transfer Learning Approach based on CNN Uphar Singh Tushar Musale Ranjana Vyas O. P. Vyas 6 1 0 19 Jun 2022
Terrain Classification using Transfer Learning on Hyperspectral Images: A Comparative study Uphar Singh Kumar Saurabh Neelaksh Trehan Ranjana Vyas O. P. Vyas 11 0 0 19 Jun 2022
JigsawHSI: a network for Hyperspectral Image classification J. Moraga 14 14 0 06 Jun 2022
A CNN with Noise Inclined Module and Denoise Framework for Hyperspectral Image Classification Z. Gong P. Zhong Jiahao Qi Panhe Hu 18 10 0 25 May 2022
OCFormer: One-Class Transformer Network for Image Classification Prerana Mukherjee C. Roy S. K. Roy ViT 12 1 0 25 Apr 2022
Exploring Cross-Domain Pretrained Model for Hyperspectral Image Classification Hyungtae Lee Sungmin Eum H. Kwon 10 22 0 07 Apr 2022
Deep Hyperspectral Unmixing using Transformer Network Preetam Ghosh S. K. Roy Bikram Koirala Behnood Rasti P. Scheunders ViT 27 81 0 31 Mar 2022
A distribution-dependent Mumford-Shah model for unsupervised hyperspectral image segmentation Jan-Christopher Cohrs Chandrajit L. Bajaj B. Berkels OOD 14 2 0 28 Mar 2022
Hyper-Spectral Imaging for Overlapping Plastic Flakes Segmentation Guillem Martinez Maya Aghaei M. Dijkstra Bhalaji Nagarajan Femke Jaarsma J. V. D. Loosdrecht P. Radeva K. Dijkstra 24 0 0 23 Mar 2022
Toward Efficient Hyperspectral Image Processing inside Camera Pixels Gourav Datta Zihan Yin A. Jacob Akhilesh R. Jaiswal P. Beerel 8 8 0 11 Mar 2022
CEU-Net: Ensemble Semantic Segmentation of Hyperspectral Images Using Clustering Nicholas Soucy S. Y. Sekeh 8 10 0 09 Mar 2022
Multiscale Convolutional Transformer with Center Mask Pretraining for Hyperspectral Image Classification Sen Jia Yifan Wang ViT 25 9 0 09 Mar 2022
Classification of Hyperspectral Images by Using Spectral Data and Fully Connected Neural Network Z. Dokur T. Ölmez 9 0 0 08 Jan 2022
Attention Mechanism Meets with Hybrid Dense Network for Hyperspectral Image Classification Muhammad Ahmad A. Khan Manuel Mazzara Salvatore Distefano S. K. Roy Xin Wu 21 18 0 04 Jan 2022
Shallow Network Based on Depthwise Over-Parameterized Convolution for Hyperspectral Image Classification Hongmin Gao Zhonghao Chen Chenming Li 6 8 0 01 Dec 2021
A 3D 2D convolutional Neural Network Model for Hyperspectral Image Classification J. Cao Xiaoyan Li MDE 11 1 0 19 Nov 2021
Decision Tree Learning with Spatial Modal Logics G. Pagliarini G. Sciavicco 11 4 0 17 Sep 2021
HYPER-SNN: Towards Energy-efficient Quantized Deep Spiking Neural Networks for Hyperspectral Image Classification Gourav Datta Souvik Kundu Akhilesh R. Jaiswal P. Beerel 23 6 0 26 Jul 2021