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2012.03439
Cited By
Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019
7 December 2020
Haokui Zhang
Ying Li
Yenan Jiang
Peng Wang
Qiang Shen
Chunhua Shen
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Papers citing
"Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning"
18 / 18 papers shown
From Pixels to Images: A Structural Survey of Deep Learning Paradigms in Remote Sensing Image Semantic Segmentation
Quanwei Liu
Wei Chen
Yanni Dong
Jiaqi Yang
556
3
0
21 May 2025
Energy Score-based Pseudo-Label Filtering and Adaptive Loss for Imbalanced Semi-supervised SAR target recognition
Xinzheng Zhang
Yuqing Luo
Guopeng Li
133
0
0
06 Nov 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
167
2
0
25 Aug 2024
A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers
Muhammad Ahmad
Salvatore Distifano
Adil Mehmood Khan
Manuel Mazzara
Chenyu Li
Jing Yao
Hao Li
Jagannath Aryal
Gemine Vivone
Danfeng Hong
481
42
0
23 Apr 2024
Supervised Embedded Methods for Hyperspectral Band Selection
Yaniv Zimmer
Ofir Lindenbaum
Oren Glickman
286
1
0
21 Jan 2024
Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders
Computer Vision and Pattern Recognition (CVPR), 2022
Renrui Zhang
Liuhui Wang
Yu Qiao
Shiyang Feng
Jiaming Song
3DPC
383
185
0
13 Dec 2022
Exploring Cross-Domain Pretrained Model for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Hyungtae Lee
Sungmin Eum
H. Kwon
118
29
0
07 Apr 2022
Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020
Junjie Wang
Feng Gao
Junyu Dong
Q. Du
196
92
0
22 Jan 2022
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
312
322
0
03 Dec 2021
Grafting Transformer on Automatically Designed Convolutional Neural Network for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
Xizhe Xue
Haokui Zhang
Bei Fang
Zongwen Bai
Ying Li
ViT
314
33
0
21 Oct 2021
A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2021
Qiqi Zhu
Weihuan Deng
Zhuo Zheng
Yanfei Zhong
Qingfeng Guan
Weihua Lin
Liangpei Zhang
Deren Li
203
142
0
29 May 2021
Learning from 2D: Contrastive Pixel-to-Point Knowledge Transfer for 3D Pretraining
Yueh-Cheng Liu
Yu-Kai Huang
HungYueh Chiang
Hung-Ting Su
Zhe-Yu Liu
Chin-Tang Chen
Ching-Yu Tseng
Winston H. Hsu
3DPC
160
36
0
10 Apr 2021
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS), 2021
Muhammad Ahmad
Sidrah Shabbir
Swalpa Kumar Roy
Danfeng Hong
Xin Wu
Jing Yao
A. Khan
Manuel Mazzara
Salvatore Distefano
Jocelyn Chanussot
453
336
0
15 Jan 2021
3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
Haokui Zhang
Chengrong Gong
Yunpeng Bai
Zongwen Bai
Ying Li
181
32
0
12 Jan 2021
Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification
International Journal of Remote Sensing (IJRS), 2020
Bing Liu
Anzhu Yu
Pengqiang Zhang
L. Ding
Wenyue Guo
Kuiliang Gao
Xibing Zuo
87
19
0
01 Sep 2020
Physically-Constrained Transfer Learning through Shared Abundance Space for Hyperspectral Image Classification
Ying Qu
Razieh Kaviani Baghbaderani
Wei Li
Lianru Gao
Hairong Qi
147
29
0
19 Aug 2020
A Convolutional Neural Network with Parallel Multi-Scale Spatial Pooling to Detect Temporal Changes in SAR Images
Jiawei Chen
Rongfang Wang
Fan Ding
Bo Liu
L. Jiao
Jie Zhang
125
23
0
22 May 2020
A CNN With Multi-scale Convolution for Hyperspectral Image Classification using Target-Pixel-Orientation scheme
J. Saha
Yuvraj Khanna
J. Mukherjee
151
3
0
30 Jan 2020
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