Pedram Ghamisi

304 papers A 1C 38Journal 238Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive multi-stage fusion of hyperspectral and LiDAR data via selective state space models. Inf. Fusion Yiyan Zhang, Hongmin Gao, Zhonghao Chen, Shuyu Fei, Jun Zhou, Pedram Ghamisi, Bing Zhang
2026	J	`jnl`	Automated Road Crack Localization to Guide Highway Maintenance. CoRR Steffen Knoblauch, Ram Kumar Muthusamy, Pedram Ghamisi, Alexander Zipf
2026	J	`jnl`	E-Mamba: Efficient Mamba network for hyperspectral and LiDAR joint classification. Inf. Fusion Yiyan Zhang, Hongmin Gao, Zhonghao Chen, Chenkai Zhang, Pedram Ghamisi, Bing Zhang
2026	J	`jnl`	Generating Any Changes in the Noise Domain. IEEE Trans. Pattern Anal. Mach. Intell. Qiang Liu, Yang Kuang, Jun Yue, Pedram Ghamisi, Weiying Xie, Leyuan Fang
2026	J	`jnl`	Towards Realistic Remote Sensing Dataset Distillation with Discriminative Prototype-guided Diffusion. CoRR Yonghao Xu, Pedram Ghamisi, Qihao Weng
2025	J	`jnl`	Auto-Prompting SAM for Weakly Supervised Landslide Extraction. CoRR Jian Wang, Xiaokang Zhang, Xianping Ma, Weikang Yu, Pedram Ghamisi
2025	J	`jnl`	Auto-Prompting SAM for Weakly Supervised Landslide Extraction. IEEE Geosci. Remote. Sens. Lett. Jian Wang, Xiaokang Zhang, Xianping Ma, Weikang Yu, Pedram Ghamisi
2025	J	`jnl`	CangLing-KnowFlow: A Unified Knowledge-and-Flow-fused Agent for Comprehensive Remote Sensing Applications. CoRR Zhengchao Chen, Haoran Wang, Jing Yao, Pedram Ghamisi, Jun Zhou, Peter M. Atkinson, Bing Zhang
2025	J	`jnl`	Change Captioning in Remote Sensing: Evolution to SAT-Cap - A Single-Stage Transformer Approach. CoRR Yuduo Wang, Weikang Yu, Pedram Ghamisi
2025	J	`jnl`	Electrolyzers-HSI: Close-Range Multi-Scene Hyperspectral Imaging Benchmark Dataset. CoRR Elias Arbash, Ahmed Jamal Afifi, Ymane Belahsen, Margret C. Fuchs, Pedram Ghamisi, Paul Scheunders, Richard Gloaguen
2025	J	`jnl`	EuroMineNet: A Multitemporal Sentinel-2 Benchmark for Spatiotemporal Mining Footprint Analysis in the European Union (2015-2024). CoRR Weikang Yu, Vincent Nwazelibe, Xianping Ma, Xiaokang Zhang, Richard Gloaguen, Xiao Xiang Zhu, Pedram Ghamisi
2025	J	`jnl`	FSG-Net: Frequency-Spatial Synergistic Gated Network for High-Resolution Remote Sensing Change Detection. CoRR Zhongxiang Xie, Shuangxi Miao, Yuhan Jiang, Zhewei Zhang, Jing Yao, Xuecao Li, Jianxi Huang, Pedram Ghamisi
2025	J	`jnl`	FarSLIP: Discovering Effective CLIP Adaptation for Fine-Grained Remote Sensing Understanding. CoRR Zhenshi Li, Weikang Yu, Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao, Pedram Ghamisi, Xiao Xiang Zhu
2025	J	`jnl`	FlexiMo: A Flexible Remote Sensing Foundation Model. CoRR Xuyang Li, Chenyu Li, Pedram Ghamisi, Danfeng Hong
2025	J	`jnl`	GeoLangBind: Unifying Earth Observation with Agglomerative Vision-Language Foundation Models. CoRR Zhitong Xiong, Yi Wang, Weikang Yu, Adam J. Stewart, Jie Zhao, Nils Lehmann, Thomas Dujardin, Zhenghang Yuan, Pedram Ghamisi, Xiao Xiang Zhu
2025	J	`jnl`	Geospatial Foundation Models to Enable Progress on Sustainable Development Goals. CoRR Pedram Ghamisi, Weikang Yu, Xiaokang Zhang, Aldino Rizaldy, Jian Wang, Chufeng Zhou, Richard Gloaguen, Gustau Camps-Valls
2025	J	`jnl`	HSLabeling: Toward Efficient Labeling for Large-Scale Remote Sensing Image Segmentation With Hybrid Sparse Labeling. IEEE Trans. Image Process. Jiaxing Lin, Zhen Yang, Qiang Liu, Yinglong Yan, Pedram Ghamisi, Weiying Xie, Leyuan Fang
2025	J	`jnl`	HZSCM: Hyperspectral Image Zero-Shot Classification via Vision-Language Models. IEEE Trans. Geosci. Remote. Sens. Lingbo Huang, Yushi Chen, Zhaokui Li, Pedram Ghamisi, Qian Du
2025	J	`jnl`	High-resolution UAV-based blueberry scorch virus mapping utilizing a deep vision transformer algorithm. Comput. Electron. Agric. Ali Jamali, Bing Lu, Eric M. Gerbrandt, Carolyn Teasdale, Rishi R. Burlakoti, Siva Sabaratnam, Jonathon McIntyre, Lilian Yang, Margaret Schmidt, David McCaffrey, Pedram Ghamisi
2025	J	`jnl`	HyperPointFormer: Multimodal Fusion in 3-D Space With Dual-Branch Cross-Attention Transformers. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Aldino Rizaldy, Richard Gloaguen, Fabian Ewald Fassnacht, Pedram Ghamisi
2025	J	`jnl`	HyperPointFormer: Multimodal Fusion in 3D Space with Dual-Branch Cross-Attention Transformers. CoRR Aldino Rizaldy, Richard Gloaguen, Fabian Ewald Fassnacht, Pedram Ghamisi
2025	J	`jnl`	KitWaSor: Pioneering pre-trained model for kitchen waste sorting with an innovative million-level benchmark dataset. CAAI Trans. Intell. Technol. Leyuan Fang, Shuaiyu Ding, Hao Feng, Junwu Yu, Lin Tang, Pedram Ghamisi
2025	J	`jnl`	Label-Efficient 3D Forest Mapping: Self-Supervised and Transfer Learning for Individual, Structural, and Species Analysis. CoRR Aldino Rizaldy, Fabian Ewald Fassnacht, Ahmed Jamal Afifi, Hua Jiang, Richard Gloaguen, Pedram Ghamisi
2025	J	`jnl`	MSHCCT: A Multiscale Compact Convolutional Network for High-Resolution Aerial Scene Classification. IEEE Geosci. Remote. Sens. Lett. Ali Jamali, Swalpa Kumar Roy, Bing Lu, Leila Hashemi Beni, Nafiseh Kakhani, Pedram Ghamisi
2025	J	`jnl`	Mask Approximation Net: A Novel Diffusion Model Approach for Remote Sensing Change Captioning. IEEE Trans. Geosci. Remote. Sens. Dongwei Sun, Jing Yao, Wu Xue, Changsheng Zhou, Pedram Ghamisi, Xiangyong Cao
2025	J	`jnl`	SUMMIT: A SAR foundation model with multiple auxiliary tasks enhanced intrinsic characteristics. Int. J. Appl. Earth Obs. Geoinformation Yuntao Du, Yushi Chen, Lingbo Huang, Yahu Yang, Pedram Ghamisi, Qian Du
2025	J	`jnl`	Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges. CoRR Liling Yang, Ning Chen, Jun Yue, Yidan Liu, Jiayi Ma, Pedram Ghamisi, Antonio Plaza, Leyuan Fang
2025	J	`jnl`	UniVector: Unified Vector Extraction via Instance-Geometry Interaction. CoRR Yinglong Yan, Jun Yue, Shaobo Xia, Hanmeng Sun, Tianxu Ying, Chengcheng Wu, Sifan Lan, Min He, Pedram Ghamisi, Leyuan Fang
2025	J	`jnl`	ViCxLSTM: An extended Long Short-term Memory vision transformer for complex remote sensing scene classification. Int. J. Appl. Earth Obs. Geoinformation Swalpa Kumar Roy, Ali Jamali, Koushik Biswas, Danfeng Hong, Pedram Ghamisi
2024	J	`jnl`	A cross-modal feature aggregation and enhancement network for hyperspectral and LiDAR joint classification. Expert Syst. Appl. Yiyan Zhang, Hongmin Gao, Jun Zhou, Chenkai Zhang, Pedram Ghamisi, Shufang Xu, Chenming Li, Bing Zhang
2024	J	`jnl`	Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi
2024	J	`jnl`	ChangeMinds: Multi-task Framework for Detecting and Describing Changes in Remote Sensing. CoRR Yuduo Wang, Weikang Yu, Michael Kopp, Pedram Ghamisi
2024	J	`jnl`	Context Enhancing Representation for Semantic Segmentation in Remote Sensing Images. IEEE Trans. Neural Networks Learn. Syst. Leyuan Fang, Peng Zhou, Xinxin Liu, Pedram Ghamisi, Si-Wei Chen
2024	J	`jnl`	Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection. IEEE Access Omid Ghorbanzadeh, Hejar Shahabi, Sepideh Tavakkoli Piralilou, Alessandro Crivellari, Laura Elena Cue La Rosa, Clement Atzberger, Jonathan Li, Pedram Ghamisi
2024	J	`jnl`	Cross Hyperspectral and LiDAR Attention Transformer: An Extended Self-Attention for Land Use and Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. Swalpa Kumar Roy, Atri Sukul, Ali Jamali, Juan Mario Haut, Pedram Ghamisi
2024	J	`jnl`	Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives. CoRR Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie, Leyuan Fang
2024	J	`jnl`	Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives. IEEE Trans. Geosci. Remote. Sens. Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie, Leyuan Fang
2024	C	`conf`	Dimensional Dilemma: Navigating the Fusion of Hyperspectral and Lidar Point Cloud Data for Optimal Precision - 2D vs. 3D. IGARSS Aldino Rizaldy, Ahmed J. Afifi, Pedram Ghamisi, Richard Gloaguen
2024	J	`jnl`	Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks. IEEE Trans. Geosci. Remote. Sens. Shizhen Chang, Michael Kopp, Pedram Ghamisi, Bo Du
2024	J	`jnl`	HDMba: Hyperspectral Remote Sensing Imagery Dehazing with State Space Model. CoRR Hang Fu, Genyun Sun, Yinhe Li, Jinchang Ren, Aizhu Zhang, Cheng Jing, Pedram Ghamisi
2024	J	`jnl`	How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification. CoRR Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Bing Lu, Pedram Ghamisi
2024	J	`jnl`	How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification. Remote. Sens. Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Bing Lu, Pedram Ghamisi
2024	J	`jnl`	IG-GAN: Interactive Guided Generative Adversarial Networks for Multimodal Image Fusion. IEEE Trans. Geosci. Remote. Sens. Chenhong Sui, Guobin Yang, Danfeng Hong, Haipeng Wang, Jing Yao, Peter M. Atkinson, Pedram Ghamisi
2024	J	`jnl`	Improving Mineral Classification Using Multimodal Hyperspectral Point Cloud Data and Multi-Stream Neural Network. Remote. Sens. Aldino Rizaldy, Ahmed J. Afifi, Pedram Ghamisi, Richard Gloaguen
2024	—	`conf`	Investigating State of the Art Hyperspectral Imaging Classification Models for Plastic Types Identification. WHISPERS Elias Arbash, Andréa de Lima Ribeiro, Aldino Rizaldy, Margret C. Fuchs, Pedram Ghamisi, Paul Scheunders, Richard Gloaguen
2024	J	`jnl`	LVM-StARS: Large Vision Model Soft Adaption for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. Bohan Yang, Yushi Chen, Pedram Ghamisi
2024	J	`jnl`	MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification. CoRR Weikang Yu, Xiaokang Zhang, Samiran Das, Xiao Xiang Zhu, Pedram Ghamisi
2024	J	`jnl`	MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification. IEEE Trans. Geosci. Remote. Sens. Weikang Yu, Xiaokang Zhang, Samiran Das, Xiao Xiang Zhu, Pedram Ghamisi
2024	C	`conf`	MineNet-CD: Global Mining Change Detection Dataset. IGARSS Weikang Yu, Samiran Das, Aldino Rizaldy, Xiaokang Zhang, Richard Gloaguen, Pedram Ghamisi
2024	J	`jnl`	MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery. CoRR Weikang Yu, Xiaokang Zhang, Xiao Xiang Zhu, Richard Gloaguen, Pedram Ghamisi
2024	J	`jnl`	MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Weikang Yu, Xiaokang Zhang, Richard Gloaguen, Xiao Xiang Zhu, Pedram Ghamisi
2024	J	`jnl`	Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External Data. CoRR Yonghao Xu, Pedram Ghamisi, Yannis Avrithis
2024	J	`jnl`	Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction. IEEE Geosci. Remote. Sens. Lett. Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi
2024	J	`jnl`	Open Set Recognition in Real World. Int. J. Comput. Vis. Zhen Yang, Jun Yue, Pedram Ghamisi, Shiliang Zhang, Jiayi Ma, Leyuan Fang
2024	J	`jnl`	PCB-Vision: A Multiscene RGB-Hyperspectral Benchmark Dataset of Printed Circuit Boards. CoRR Elias Arbash, Margret C. Fuchs, Behnood Rasti, Sandra Lorenz, Pedram Ghamisi, Richard Gloaguen
2024	C	`conf`	PolSARConvMixer: A Channel and Spatial Mixing Convolutional Algorithm for PolSAR Data Classification. IGARSS Ali Jamali, Swalpa Kumar Roy, Bing Lu, Avik Bhattacharya, Pedram Ghamisi
2024	J	`jnl`	Prototypical Unknown-Aware Multiview Consistency Learning for Open-Set Cross-Domain Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. Xiaokang Zhang, Wanjing Wu, Mi Zhang, Weikang Yu, Pedram Ghamisi
2024	J	`jnl`	RSAdapter: Adapting Multimodal Models for Remote Sensing Visual Question Answering. IEEE Trans. Geosci. Remote. Sens. Yuduo Wang, Pedram Ghamisi
2024	J	`jnl`	Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery. Int. J. Appl. Earth Obs. Geoinformation Ali Jamali, Swalpa Kumar Roy, Leila Hashemi Beni, Biswajeet Pradhan, Jonathan Li, Pedram Ghamisi
2024	J	`jnl`	Responsible AI for Earth Observation. CoRR Pedram Ghamisi, Weikang Yu, Andrea Marinoni, Caroline M. Gevaert, Claudio Persello, Sivasakthy Selvakumaran, Manuela Girotto, Benjamin P. Horton, Philippe Rufin, Patrick Hostert, Fabio Pacifici, Peter M. Atkinson
2024	J	`jnl`	Spatial-Gated Multilayer Perceptron for Land Use and Land Cover Mapping. IEEE Geosci. Remote. Sens. Lett. Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi
2024	J	`jnl`	SpectralGPT: Spectral Remote Sensing Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2024	J	`jnl`	Tinto: Multisensor Benchmark for 3-D Hyperspectral Point Cloud Segmentation in the Geosciences. IEEE Trans. Geosci. Remote. Sens. Ahmed J. Afifi, Samuel T. Thiele, Aldino Rizaldy, Sandra Lorenz, Pedram Ghamisi, Raimon Tolosana-Delgado, Moritz Kirsch, Richard Gloaguen, Michael Heizmann
2024	C	`conf`	Towards 3D Hyperspectral Imaging. IGARSS Richard Gloaguen, Aldino Rizaldy, Ahmed J. Afifi, Sandra Lorenz, Samuel T. Thiele, Moritz Kirsch, Pedram Ghamisi
2024	J	`jnl`	Universal adversarial defense in remote sensing based on pre-trained denoising diffusion models. Int. J. Appl. Earth Obs. Geoinformation Weikang Yu, Yonghao Xu, Pedram Ghamisi
2023	—	`conf`	Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures. WHISPERS Bikram Koirala, Samiran Das, Behnood Rasti, Pedram Ghamisi, Richard Gloaguen, Paul Scheunders
2023	J	`jnl`	An Integration of Deep Learning and Transfer Learning for Earthquake-Risk Assessment in the Eurasian Region. Remote. Sens. Ratiranjan Jena, Abdallah Shanableh, Rami Al-Ruzouq, Biswajeet Pradhan, Mohamed Barakat A. Gibril, Omid Ghorbanzadeh, Clement Atzberger, Mohamad Ali Khalil, Himanshu Mittal, Pedram Ghamisi
2023	J	`jnl`	BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot, Pedram Ghamisi
2023	J	`jnl`	Backdoor Attacks for Remote Sensing Data With Wavelet Transform. IEEE Trans. Geosci. Remote. Sens. Nikolaus Dräger, Yonghao Xu, Pedram Ghamisi
2023	J	`jnl`	Changes to Captions: An Attentive Network for Remote Sensing Change Captioning. CoRR Shizhen Chang, Pedram Ghamisi
2023	J	`jnl`	Changes to Captions: An Attentive Network for Remote Sensing Change Captioning. IEEE Trans. Image Process. Shizhen Chang, Pedram Ghamisi
2023	—	`conf`	Deep Learning-Based Architectures For Multimodal Instance Segmentation. WHISPERS Md Omar Faruk, Behnood Rasti, Margret C. Fuchs, Richard Gloaguen, Pedram Ghamisi
2023	J	`jnl`	Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks. CoRR Shizhen Chang, Michael Kopp, Pedram Ghamisi
2023	J	`jnl`	Explainable Artificial Intelligence (XAI) Model for Earthquake Spatial Probability Assessment in Arabian Peninsula. Remote. Sens. Ratiranjan Jena, Abdallah Shanableh, Rami Al-Ruzouq, Biswajeet Pradhan, Mohamed Barakat A. Gibril, Mohamad Ali Khalil, Omid Ghorbanzadeh, Ganapathy Pattukandan Ganapathy, Pedram Ghamisi
2023	J	`jnl`	Fully Linear Graph Convolutional Networks for Semi-Supervised and Unsupervised Classification. ACM Trans. Intell. Syst. Technol. Yaoming Cai, Zijia Zhang, Pedram Ghamisi, Zhihua Cai, Xiaobo Liu, Yao Ding
2023	J	`jnl`	Guest Editorial: Spectral imaging powered computer vision. IET Comput. Vis. Jun Zhou, Fengchao Xiong, Lei Tong, Naoto Yokoya, Pedram Ghamisi
2023	C	`conf`	Hyperspectral Domain Adaptation for the Detection of Material Types in Recycling Streams at the Example of Electrolyzers. IGARSS Behnood Rasti, Aayush Jain, Margret C. Fuchs, Pedram Ghamisi, Richard Gloaguen
2023	J	`jnl`	Hyperspectral Remote Sensing Benchmark Database for Oil Spill Detection With an Isolation Forest-Guided Unsupervised Detector. IEEE Trans. Geosci. Remote. Sens. Puhong Duan, Xudong Kang, Pedram Ghamisi, Shutao Li
2023	J	`jnl`	Learning Crop-Type Mapping From Regional Label Proportions in Large-Scale SAR and Optical Imagery. IEEE Trans. Geosci. Remote. Sens. Laura Elena Cué La Rosa, Dário Augusto Borges Oliveira, Pedram Ghamisi
2023	J	`jnl`	Local Window Attention Transformer for Polarimetric SAR Image Classification. IEEE Geosci. Remote. Sens. Lett. Ali Jamali, Swalpa Kumar Roy, Avik Bhattacharya, Pedram Ghamisi
2023	—	`conf`	Masking Hyperspectral Imaging Data with Pretrained Models. WHISPERS Elias Arbash, Andréa de Lima Ribeiro, Samuel T. Thiele, Nina Gnann, Behnood Rasti, Margret C. Fuchs, Pedram Ghamisi, Richard Gloaguen
2023	J	`jnl`	Masking Hyperspectral Imaging Data with Pretrained Models. CoRR Elias Arbash, Andréa de Lima Ribeiro, Samuel T. Thiele, Nina Gnann, Behnood Rasti, Margret C. Fuchs, Pedram Ghamisi, Richard Gloaguen
2023	J	`jnl`	Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction. CoRR Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi
2023	—	`conf`	Open Geology Database (OGD): An Integrated Platform for Geological, Mining, and Seismic Datasets for Open Research. WHISPERS Samiran Das, Pedram Ghamisi, Richard Gloaguen
2023	J	`jnl`	PCLDet: Prototypical Contrastive Learning for Fine-Grained Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Lihan Ouyang, Guangmiao Guo, Leyuan Fang, Pedram Ghamisi, Jun Yue
2023	J	`jnl`	RSAdapter: Adapting Multimodal Models for Remote Sensing Visual Question Answering. CoRR Yuduo Wang, Pedram Ghamisi
2023	—	`conf`	Semi-supervised Classification for Remote Sensing Datasets. ICIAP (1) Itza Hernandez-Sequeira, Rubén Fernández-Beltran, Yonghao Xu, Pedram Ghamisi, Filiberto Pla
2023	J	`jnl`	Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping. CoRR Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi
2023	J	`jnl`	SpectralGPT: Spectral Foundation Model. CoRR Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2023	J	`jnl`	Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences. CoRR Ahmed J. Afifi, Samuel T. Thiele, Sandra Lorenz, Pedram Ghamisi, Raimon Tolosana-Delgado, Moritz Kirsch, Richard Gloaguen, Michael Heizmann
2023	J	`jnl`	TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping. Int. J. Appl. Earth Obs. Geoinformation Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi
2023	—	`conf`	Transformer-Based Models for Hyperspectral Point Clouds Segmentation. WHISPERS Aldino Rizaldy, Ahmed J. Afifi, Pedram Ghamisi, Richard Gloaguen
2023	J	`jnl`	Transformer-based contrastive prototypical clustering for multimodal remote sensing data. Inf. Sci. Yaoming Cai, Zijia Zhang, Pedram Ghamisi, Behnood Rasti, Xiaobo Liu, Zhihua Cai
2023	J	`jnl`	Txt2Img-MHN: Remote Sensing Image Generation From Text Using Modern Hopfield Networks. IEEE Trans. Image Process. Yonghao Xu, Weikang Yu, Pedram Ghamisi, Michael Kopp, Sepp Hochreiter
2023	J	`jnl`	Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models. CoRR Weikang Yu, Yonghao Xu, Pedram Ghamisi
2023	J	`jnl`	Unpaired remote sensing image super-resolution with content-preserving weak supervision neural network. Sci. China Inf. Sci. Jie Wu, Runmin Cong, Leyuan Fang, Chunle Guo, Bob Zhang, Pedram Ghamisi
2023	J	`jnl`	WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping. Int. J. Appl. Earth Obs. Geoinformation Ali Jamali, Swalpa Kumar Roy, Pedram Ghamisi
2022	—	`conf`	A Deep Feature Retrieved Network for Bitemporal Remote Sensing Image Change Detection. CDCEO@IJCAI Shizhen Chang, Michael Kopp, Pedram Ghamisi
2022	J	`jnl`	A Google Earth Engine Approach for Wildfire Susceptibility Prediction Fusion with Remote Sensing Data of Different Spatial Resolutions. Remote. Sens. Sepideh Tavakkoli Piralilou, Golzar Einali, Omid Ghorbanzadeh, Thimmaiah Gudiyangada Nachappa, Khalil Gholamnia, Thomas Blaschke, Pedram Ghamisi
2022	J	`jnl`	AI Security for Geoscience and Remote Sensing: Challenges and Future Trends. CoRR Yonghao Xu, Tao Bai, Weikang Yu, Shizhen Chang, Peter M. Atkinson, Pedram Ghamisi
2022	J	`jnl`	Adaptive Spatial Pyramid Constraint for Hyperspectral Image Classification With Limited Training Samples. IEEE Trans. Geosci. Remote. Sens. Jun Yue, Dingshun Zhu, Leyuan Fang, Pedram Ghamisi, Yaowei Wang
2022	J	`jnl`	Asymmetric Hash Code Learning for Remote Sensing Image Retrieval. CoRR Weiwei Song, Zhi Gao, Renwei Dian, Pedram Ghamisi, Yongjun Zhang, Jón Atli Benediktsson
2022	J	`jnl`	Asymmetric Hash Code Learning for Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. Weiwei Song, Zhi Gao, Renwei Dian, Pedram Ghamisi, Yongjun Zhang, Jón Atli Benediktsson
2022	J	`jnl`	Backdoor Attacks for Remote Sensing Data with Wavelet Transform. CoRR Nikolaus Dräger, Yonghao Xu, Pedram Ghamisi
2022	J	`jnl`	Complementary Learning-Based Scene Classification of Remote Sensing Images With Noisy Labels. IEEE Geosci. Remote. Sens. Lett. Qingyun Li, Yushi Chen, Pedram Ghamisi
2022	J	`jnl`	Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes With Point-Level Annotations. IEEE Trans. Image Process. Yonghao Xu, Pedram Ghamisi
2022	J	`jnl`	Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations. CoRR Yonghao Xu, Pedram Ghamisi
2022	J	`jnl`	Contour Structural Profiles: An Edge-Aware Feature Extractor for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Ying Zhang, Puhong Duan, Jianxu Mao, Xudong Kang, Leyuan Fang, Pedram Ghamisi
2022	J	`jnl`	Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation in Remote Sensing Images. IEEE Trans. Image Process. Linshan Wu, Leyuan Fang, Jun Yue, Bob Zhang, Pedram Ghamisi, Min He
2022	J	`jnl`	Deep Semantic Segmentation of Trees Using Multispectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Irem Ülkü, Erdem Akagündüz, Pedram Ghamisi
2022	J	`jnl`	Dual Graph Convolutional Network for Hyperspectral Image Classification With Limited Training Samples. IEEE Trans. Geosci. Remote. Sens. Xin He, Yushi Chen, Pedram Ghamisi
2022	C	`conf`	EOD: The IEEE GRSS Earth Observation Database. IGARSS Michael Schmitt, Pedram Ghamisi, Naoto Yokoya, Ronny Hänsch
2022	J	`jnl`	EOD: The IEEE GRSS Earth Observation Database. CoRR Michael Schmitt, Pedram Ghamisi, Naoto Yokoya, Ronny Hänsch
2022	J	`jnl`	Edge-Preserving Filtering-Based Dehazing for Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. Yi Han, Ming Yin, Puhong Duan, Pedram Ghamisi
2022	J	`jnl`	Evaluation of Different Landslide Susceptibility Models for a Local Scale in the Chitral District, Northern Pakistan. Sensors Bilal Aslam, Ahsen Maqsoom, Umer Khalil, Omid Ghorbanzadeh, Thomas Blaschke, Danish Farooq, Rana Faisal Tufail, Salman Ali Suhail, Pedram Ghamisi
2022	J	`jnl`	HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising Package. CoRR Daniel Coquelin, Behnood Rasti, Markus Götz, Pedram Ghamisi, Richard Gloaguen, Achim Streit
2022	—	`conf`	Hyde: The First Open-Source, Python-Based, Gpu-Accelerated Hyperspectral Denoising Package. WHISPERS Daniel Coquelin, Behnood Rasti, Markus Götz, Pedram Ghamisi, Richard Gloaguen, Achim Streit
2022	J	`jnl`	HyperViTGAN: Semisupervised Generative Adversarial Network With Transformer for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ziping He, Kewen Xia, Pedram Ghamisi, Yuhen Hu, Shurui Fan, Baokai Zu
2022	J	`jnl`	Hypergraph Convolutional Subspace Clustering With Multihop Aggregation for Hyperspectral Image. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Zijia Zhang, Yaoming Cai, Wenyin Gong, Pedram Ghamisi, Xiaobo Liu, Richard Gloaguen
2022	C	`conf`	Hyperspectral Clustering Using Atrous Spatial-Spectral Convolutional Network. IGARSS Kasra Rafiezadeh Shahi, Pedram Ghamisi, Behnood Rasti, Paul Scheunders, Richard Gloaguen
2022	J	`jnl`	Hyperspectral Remote Sensing Benchmark Database for Oil Spill Detection with an Isolation Forest-Guided Unsupervised Detector. CoRR Puhong Duan, Xudong Kang, Pedram Ghamisi
2022	—	`conf`	Hyperspectral Unmixing Using Convolutional Autoencoder For Metal Detection In Lithium-Ion Battery Recycling Applications. WHISPERS Seema Chouhan, Behnood Rasti, Pedram Ghamisi, Sandra Lorenz, Margret C. Fuchs, Richard Gloaguen
2022	J	`jnl`	Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection. CoRR Omid Ghorbanzadeh, Yonghao Xu, Pedram Ghamisi, Michael Kopp, David P. Kreil
2022	J	`jnl`	Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection. IEEE Trans. Geosci. Remote. Sens. Omid Ghorbanzadeh, Yonghao Xu, Pedram Ghamisi, Michael Kopp, David P. Kreil
2022	J	`jnl`	Learning crop type mapping from regional label proportions in large-scale SAR and optical imagery. CoRR Laura Elena Cue La Rosa, Dário A. B. Oliveira, Pedram Ghamisi
2022	J	`jnl`	Leveraging OpenStreetMap and Multimodal Remote Sensing Data with Joint Deep Learning for Wastewater Treatment Plants Detection. Int. J. Appl. Earth Obs. Geoinformation Hao Li, Johannes Zech, Danfeng Hong, Pedram Ghamisi, Michael Schultz, Alexander Zipf
2022	J	`jnl`	MS$^{2}$A-Net: Multiscale Spectral-Spatial Association Network for Hyperspectral Image Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Kasra Rafiezadeh Shahi, Pedram Ghamisi, Behnood Rasti, Richard Gloaguen, Paul Scheunders
2022	J	`jnl`	Mapping Dwellings in IDP/Refugee Settlements Using Deep Learning. Remote. Sens. Omid Ghorbanzadeh, Alessandro Crivellari, Dirk Tiede, Pedram Ghamisi, Stefan Lang
2022	J	`jnl`	Mixed Noise Removal for Hyperspectral Image With ${l_{0}}$-${l_{1 - 2}}$SSTV Regularization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Li Zhang, Yan Qian, Jingmin Han, Puhong Duan, Pedram Ghamisi
2022	J	`jnl`	Modality Translation in Remote Sensing Time Series. IEEE Trans. Geosci. Remote. Sens. Xun Liu, Danfeng Hong, Jocelyn Chanussot, Baojun Zhao, Pedram Ghamisi
2022	J	`jnl`	NFANet: A Novel Method for Weakly Supervised Water Extraction From High-Resolution Remote-Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Ming Lu, Leyuan Fang, Muxing Li, Bob Zhang, Yi Zhang, Pedram Ghamisi
2022	J	`jnl`	NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery. CoRR Ming Lu, Leyuan Fang, Muxing Li, Bob Zhang, Yi Zhang, Pedram Ghamisi
2022	J	`jnl`	Nonnegative-Constrained Joint Collaborative Representation With Union Dictionary for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. Shizhen Chang, Pedram Ghamisi
2022	J	`jnl`	Nonnegative-Constrained Joint Collaborative Representation with Union Dictionary for Hyperspectral Anomaly Detection. CoRR Shizhen Chang, Pedram Ghamisi
2022	J	`jnl`	Normal Assisted Pixel-Visibility Learning With Cost Aggregation for Multiview Stereo. IEEE Trans. Intell. Transp. Syst. Wei Tong, Xiaorong Guan, Jian Kang, Zhao-Hui Sun, Rob Law, Pedram Ghamisi, Edmond Qi Wu
2022	J	`jnl`	OptFus: Optical Sensor Fusion for the Classification of Multisource Data: Application to Mineralogical Mapping. IEEE Geosci. Remote. Sens. Lett. Behnood Rasti, Pedram Ghamisi, Richard Gloaguen
2022	J	`jnl`	Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives. CoRR Jun Yue, Leyuan Fang, Pedram Ghamisi, Weiying Xie, Jun Li, Jocelyn Chanussot, Antonio J. Plaza
2022	—	`ed.`	Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), Vienna, Austria, July 25th, 2022. CDCEO@IJCAI Aleksandra Gruca, Caleb Robinson, Naoto Yokoya, Jun Zhou, Pedram Ghamisi
2022	J	`jnl`	Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Jun Yue, Leyuan Fang, Hossein Rahmani, Pedram Ghamisi
2022	J	`jnl`	Semisupervised Hyperspectral Image Classification Using a Probabilistic Pseudo-Label Generation Framework. IEEE Trans. Geosci. Remote. Sens. Majid Seydgar, Shahryar Rahnamayan, Pedram Ghamisi, Azam Asilian Bidgoli
2022	J	`jnl`	Sketched Multi-view Subspace Learning for Hyperspectral Anomalous Change Detection. CoRR Shizhen Chang, Michael Kopp, Pedram Ghamisi
2022	J	`jnl`	Sketched Multiview Subspace Learning for Hyperspectral Anomalous Change Detection. IEEE Trans. Geosci. Remote. Sens. Shizhen Chang, Michael Kopp, Pedram Ghamisi
2022	J	`jnl`	Sparsity Regularized Deep Subspace Clustering for Multicriterion-Based Hyperspectral Band Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Samiran Das, Sawon Pratiher, Chirag Kyal, Pedram Ghamisi
2022	J	`jnl`	Superpixel Contracted Neighborhood Contrastive Subspace Clustering Network for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Yaoming Cai, Zijia Zhang, Pedram Ghamisi, Yao Ding, Xiaobo Liu, Zhihua Cai, Richard Gloaguen
2022	J	`jnl`	Supervised Contrastive Learning-Based Classification for Hyperspectral Image. Remote. Sens. Lingbo Huang, Yushi Chen, Xin He, Pedram Ghamisi
2022	—	`conf`	Task-Guided Denoising Network for Adversarial Defense of Remote Sensing Scene Classification. CDCEO@IJCAI Yonghao Xu, Weikang Yu, Pedram Ghamisi
2022	—	`conf`	The Landslide4Sense Competition 2022. CDCEO@IJCAI Pedram Ghamisi, Omid Ghorbanzadeh, Yonghao Xu, Pedro Herruzo, David P. Kreil, Michael Kopp, Sepp Hochreiter
2022	J	`jnl`	The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track MSD: Multitemporal Semantic Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nikolay Malkin, Nebojsa Jojic, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
2022	J	`jnl`	The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection From Multisource Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Omid Ghorbanzadeh, Yonghao Xu, Hengwei Zhao, Junjue Wang, Yanfei Zhong, Dong Zhao, Qi Zang, Shuang Wang, Fahong Zhang, Yilei Shi, Xiao Xiang Zhu, Lin Bai, Weile Li, Weihang Peng, Pedram Ghamisi
2022	J	`jnl`	The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery. CoRR Omid Ghorbanzadeh, Yonghao Xu, Hengwei Zhao, Junjue Wang, Yanfei Zhong, Dong Zhao, Qi Zang, Shuang Wang, Fahong Zhang, Yilei Shi, Xiao Xiang Zhu, Lin Bai, Weile Li, Weihang Peng, Pedram Ghamisi
2022	J	`jnl`	Time Series of Remote Sensing Data for Interaction Analysis of the Vegetation Coverage and Dust Activity in the Middle East. Remote. Sens. Soodabeh Namdari, Ali Ibrahim Zghair Alnasrawi, Omid Ghorbanzadeh, Armin Sorooshian, Khalil Valizadeh Kamran, Pedram Ghamisi
2022	J	`jnl`	Transferring CNN With Adaptive Learning for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. Weiquan Wang, Yushi Chen, Pedram Ghamisi
2022	J	`jnl`	Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks. CoRR Yonghao Xu, Weikang Yu, Pedram Ghamisi, Michael Kopp, Sepp Hochreiter
2022	J	`jnl`	UnDIP: Hyperspectral Unmixing Using Deep Image Prior. IEEE Trans. Geosci. Remote. Sens. Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
2022	J	`jnl`	Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark. CoRR Yonghao Xu, Pedram Ghamisi
2022	J	`jnl`	Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark. IEEE Trans. Geosci. Remote. Sens. Yonghao Xu, Pedram Ghamisi
2022	J	`jnl`	Unsupervised Data Fusion With Deeper Perspective: A Novel Multisensor Deep Clustering Algorithm. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Kasra Rafiezadeh Shahi, Pedram Ghamisi, Behnood Rasti, Paul Scheunders, Richard Gloaguen
2022	C	`conf`	Unsupervised Deep Hyperspectral Inpainting Using a New Mixing Model. IGARSS Behnood Rasti, Pedram Ghamisi, Richard Gloaguen
2022	—	`conf`	Weak-Supervision Based on Label Proportions for Earth Observation Applications from Optical and Hyperspectral Imagery. CDCEO@IJCAI Laura Elena Cué La Rosa, Dário Augusto Borges Oliveira, Samuel T. Thiele, Pedram Ghamisi, Richard Gloaguen
2021	—	`conf`	A Multi-Sensor Subspace-Based Clustering Algorithm Using RGB and Hyperspectral Data. WHISPERS Kasra Rafiezadeh Shahi, Pedram Ghamisi, Robert Jackisch, Behnood Rasti, Paul Scheunders, Richard Gloaguen
2021	C	`conf`	Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios. IGARSS Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi, Richard Gloaguen
2021	A	`conf`	CDCEO'21 - First Workshop on Complex Data Challenges in Earth Observation. CIKM Aleksandra Gruca, Pedro Herruzo, Pilar Rípodas, Andrzej Kucik, Christian Briese, Michael K. Kopp, Sepp Hochreiter, Pedram Ghamisi, David P. Kreil
2021	J	`jnl`	Classification of Hyperspectral Images via Multitask Generative Adversarial Networks. IEEE Trans. Geosci. Remote. Sens. Renlong Hang, Feng Zhou, Qingshan Liu, Pedram Ghamisi
2021	J	`jnl`	Deep Learning and Earth Observation to Support the Sustainable Development Goals. CoRR Claudio Persello, Jan Dirk Wegner, Ronny Hänsch, Devis Tuia, Pedram Ghamisi, Mila Koeva, Gustau Camps-Valls
2021	J	`jnl`	Fully Linear Graph Convolutional Networks for Semi-Supervised Learning and Clustering. CoRR Yaoming Cai, Zijia Zhang, Zhihua Cai, Xiaobo Liu, Yao Ding, Pedram Ghamisi
2021	J	`jnl`	Fusion of Dual Spatial Information for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Puhong Duan, Pedram Ghamisi, Xudong Kang, Behnood Rasti, Shutao Li, Richard Gloaguen
2021	J	`jnl`	Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Caleb Robinson, Kolya Malkin, Nebojsa Jojic, Huijun Chen, Rongjun Qin, Changlin Xiao, Michael Schmitt, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
2021	—	`conf`	Hyperspectral Anomaly Detection based on Low-rank Structure Exploration. CIKM Workshops Shizhen Chang, Pedram Ghamisi
2021	—	`conf`	Hyperspectral Denoising: From Conventional Techniques Towards Deep Learning Ones. CIKM Workshops Behnood Rasti, Pedram Ghamisi
2021	J	`jnl`	Hyperspectral Image Classification With Attention-Aided CNNs. IEEE Trans. Geosci. Remote. Sens. Renlong Hang, Zhu Li, Qingshan Liu, Pedram Ghamisi, Shuvra S. Bhattacharyya
2021	J	`jnl`	Large-Scale Hyperspectral Image Clustering Using Contrastive Learning. CoRR Yaoming Cai, Zijia Zhang, Yan Liu, Pedram Ghamisi, Kun Li, Xiaobo Liu, Zhihua Cai
2021	J	`jnl`	Multiscale Densely-Connected Fusion Networks for Hyperspectral Images Classification. IEEE Trans. Circuits Syst. Video Technol. Jie Xie, Nanjun He, Leyuan Fang, Pedram Ghamisi
2021	—	`conf`	Region-Growing Fully Convolutional Networks for Hyperspectral Image Classification with Point-Level Supervision. CIKM Workshops Yonghao Xu, Pedram Ghamisi
2021	J	`jnl`	Remote Sensing Image Scene Classification via Label Augmentation and Intra-Class Constraint. Remote. Sens. Hao Xie, Yushi Chen, Pedram Ghamisi
2021	C	`conf`	Spectral Unmixing Using Deep Convolutional Encoder-Decoder. IGARSS Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
2021	J	`jnl`	The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yanbiao Ma, Yuxin Li, Kexin Feng, Yu Xia, Qi Huang, Hongyan Zhang, Colin Prieur, Giorgio Licciardi, Hana Malha, Jocelyn Chanussot, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
2021	J	`jnl`	The Potential of Machine Learning for a More Responsible Sourcing of Critical Raw Materials. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Pedram Ghamisi, Kasra Rafiezadeh Shahi, Puhong Duan, Behnood Rasti, Sandra Lorenz, René Booysen, Samuel T. Thiele, Isabel Cecilia Contreras Acosta, Moritz Kirsch, Richard Gloaguen
2021	J	`jnl`	U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. Mercedes Eugenia Paoletti, Juan Mario Haut, Pedram Ghamisi, Naoto Yokoya, Javier Plaza, Antonio Plaza
2021	J	`jnl`	Unsupervised Deep Learning for Landslide Detection from Multispectral Sentinel-2 Imagery. Remote. Sens. Hejar Shahabi, Maryam Rahimzad, Sepideh Tavakkoli Piralilou, Omid Ghorbanzadeh, Saeid Homayouni, Thomas Blaschke, Samsung Lim, Pedram Ghamisi
2021	C	`conf`	When is the Right Time to Apply Denoising? IGARSS Kasra Rafiezadeh Shahi, Behnood Rasti, Pedram Ghamisi, Paul Scheunders, Richard Gloaguen
2020	J	`jnl`	A Multi-Sensor Fusion Framework Based on Coupled Residual Convolutional Neural Networks. Remote. Sens. Hao Li, Pedram Ghamisi, Behnood Rasti, Zhaoyan Wu, Aurélie Shapiro, Michael Schultz, Alexander Zipf
2020	J	`jnl`	An Efficient Deep Unsupervised Superresolution Model for Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mohammad Moein Sheikholeslami, Saeed Nadi, Amin Alizadeh Naeini, Pedram Ghamisi
2020	J	`jnl`	COVID-19 Outbreak Prediction with Machine Learning. Algorithms Sina Ardabili, Amir Mosavi, Pedram Ghamisi, Filip Ferdinand, Annamária R. Várkonyi-Kóczy, Uwe Reuter, Timon Rabczuk, Peter M. Atkinson
2020	J	`jnl`	Classification of Hyperspectral and LiDAR Data Using Coupled CNNs. CoRR Renlong Hang, Zhu Li, Pedram Ghamisi, Danfeng Hong, Guiyu Xia, Qingshan Liu
2020	J	`jnl`	Classification of Hyperspectral and LiDAR Data Using Coupled CNNs. IEEE Trans. Geosci. Remote. Sens. Renlong Hang, Zhu Li, Pedram Ghamisi, Danfeng Hong, Guiyu Xia, Qingshan Liu
2020	J	`jnl`	Component Decomposition-Based Hyperspectral Resolution Enhancement for Mineral Mapping. Remote. Sens. Puhong Duan, Jibao Lai, Pedram Ghamisi, Xudong Kang, Robert Jackisch, Jian Kang, Richard Gloaguen
2020	J	`jnl`	Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics. CoRR Amir Mosavi, Pedram Ghamisi, Yaser Faghan, Puhong Duan
2020	J	`jnl`	Data Fusion Using a Multi-Sensor Sparse-Based Clustering Algorithm. Remote. Sens. Kasra Rafiezadeh Shahi, Pedram Ghamisi, Behnood Rasti, Robert Jackisch, Paul Scheunders, Richard Gloaguen
2020	J	`jnl`	Data Science in Economics. CoRR Saeed Nosratabadi, Amir Mosavi, Puhong Duan, Pedram Ghamisi
2020	J	`jnl`	Deep Metric Learning Based on Scalable Neighborhood Components for Remote Sensing Scene Characterization. IEEE Trans. Geosci. Remote. Sens. Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza
2020	J	`jnl`	Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep. CoRR Behnood Rasti, Danfeng Hong, Renlong Hang, Pedram Ghamisi, Xudong Kang, Jocelyn Chanussot, Jón Atli Benediktsson
2020	J	`jnl`	Fusion of Dual Spatial Information for Hyperspectral Image Classification. CoRR Puhong Duan, Pedram Ghamisi, Xudong Kang, Behnood Rasti, Shutao Li, Richard Gloaguen
2020	C	`conf`	Fusion of Multispectral LiDAR and Hyperspectral Imagery. IGARSS Behnood Rasti, Pedram Ghamisi, Richard Gloaguen
2020	J	`jnl`	Heterogeneous Transfer Learning for Hyperspectral Image Classification Based on Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. Xin He, Yushi Chen, Pedram Ghamisi
2020	J	`jnl`	Hierarchical Sparse Subspace Clustering (HESSC): An Automatic Approach for Hyperspectral Image Analysis. Remote. Sens. Kasra Rafiezadeh Shahi, Mahdi Khodadadzadeh, Laura Tusa, Pedram Ghamisi, Raimon Tolosana-Delgado, Richard Gloaguen
2020	J	`jnl`	High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery. Remote. Sens. Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza
2020	J	`jnl`	How Hyperspectral Image Unmixing and Denoising Can Boost Each Other. Remote. Sens. Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
2020	J	`jnl`	Hyperspectral Image Classification with Attention Aided CNNs. CoRR Renlong Hang, Zhu Li, Qingshan Liu, Pedram Ghamisi, Shuvra S. Bhattacharyya
2020	J	`jnl`	Hyperspectral Mixed Gaussian and Sparse Noise Reduction. IEEE Geosci. Remote. Sens. Lett. Behnood Rasti, Pedram Ghamisi, Jón Atli Benediktsson
2020	C	`conf`	Intrinsic Image Decomposition-Based Resolution Enhancement for Mineral Mapping. IGARSS Puhong Duan, Pedram Ghamisi, Robert Jackisch, Xudong Kang, Richard Gloaguen, Shutao Li
2020	J	`jnl`	Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Danfeng Hong, Xin Wu, Pedram Ghamisi, Jocelyn Chanussot, Naoto Yokoya, Xiao Xiang Zhu
2020	J	`jnl`	Machine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources. CoRR Sancho Salcedo-Sanz, Pedram Ghamisi, Maria Piles, Martin Werner, Lucas Cuadra, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Jordi Muñoz-Marí, Amirhosein Mosavi, Gustau Camps-Valls
2020	J	`jnl`	Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources. Inf. Fusion Sancho Salcedo-Sanz, Pedram Ghamisi, María Piles, Martin Werner, Lucas Cuadra, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Jordi Muñoz-Marí, Amirhosein Mosavi, Gustau Camps-Valls
2020	J	`jnl`	Multichannel Pulse-Coupled Neural Network-Based Hyperspectral Image Visualization. IEEE Trans. Geosci. Remote. Sens. Puhong Duan, Xudong Kang, Shutao Li, Pedram Ghamisi
2020	J	`jnl`	Multilevel Structure Extraction-Based Multi-Sensor Data Fusion. Remote. Sens. Puhong Duan, Xudong Kang, Pedram Ghamisi, Yu Liu
2020	J	`jnl`	Multiple Optical Sensor Fusion for Mineral Mapping of Core Samples. Sensors Behnood Rasti, Pedram Ghamisi, Peter Seidel, Sandra Lorenz, Richard Gloaguen
2020	J	`jnl`	Multispectral Change Detection With Bilinear Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. Yun Lin, Shutao Li, Leyuan Fang, Pedram Ghamisi
2020	C	`conf`	Remote Sensing and Deep Learning for Sustainable Mining. IGARSS Pedram Ghamisi, Hao Li, Robert Jackisch, Behnood Rasti, Richard Gloaguen
2020	J	`jnl`	Remote sensing image classification using subspace sensor fusion. Inf. Fusion Behnood Rasti, Pedram Ghamisi
2020	J	`jnl`	Spatial Analysis of Seasonal Precipitation over Iran: Co-Variation with Climate Indices. ISPRS Int. J. Geo Inf. Majid Dehghani, Somayeh Salehi, Amir Mosavi, Narjes Nabipour, Shahaboddin Shamshirband, Pedram Ghamisi
2020	C	`conf`	Sun Glint Removal of Hyperspectral Images via Texture-Aware Total Variation. IGARSS Puhong Duan, Jian Kang, Xudong Kang, Pedram Ghamisi, Shutao Li
2020	J	`jnl`	Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mohammadreza Sheykhmousa, Masoud MahdianPari, Hamid Ghanbari, Fariba Mohammadimanesh, Pedram Ghamisi, Saeid Homayouni
2020	C	`conf`	Towards 4D Virtual Outcrops with Hyperspectral Imaging. IGARSS Richard Gloaguen, Moritz Kirsch, Sandra Lorenz, René Booysen, Robert Zimmermann, Pedram Ghamisi, Behnood Rasti
2019	J	`jnl`	A Machine Learning Framework for Drill-Core Mineral Mapping Using Hyperspectral and High-Resolution Mineralogical Data Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Isabel Cecilia Contreras Acosta, Mahdi Khodadadzadeh, Laura Tusa, Pedram Ghamisi, Richard Gloaguen
2019	C	`conf`	A Novel Composite Kernel Approach for Multisensor Remote Sensing Data Fusion. IGARSS Pedram Ghamisi, Behnood Rasti, Richard Gloaguen
2019	—	`conf`	An Integrated Multi-Sensor System for the In-Line Monitoring of Material Streams. IEEE SENSORS Peter Seidel, Markus Reuter, Stefan König, Sandra Lorenz, Vishnu Sudharshan, Junaidh Fareedh, Robert Zimmermann, Pedram Ghamisi, Peter Kaever, Richard Gloaguen
2019	J	`jnl`	Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Yushi Chen, Kaiqiang Zhu, Lin Zhu, Xin He, Pedram Ghamisi, Jón Atli Benediktsson
2019	J	`jnl`	Cascaded Recurrent Neural Networks for Hyperspectral Image Classification. CoRR Renlong Hang, Qingshan Liu, Danfeng Hong, Pedram Ghamisi
2019	J	`jnl`	Cascaded Recurrent Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Renlong Hang, Qingshan Liu, Danfeng Hong, Pedram Ghamisi
2019	J	`jnl`	Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification. Remote. Sens. Kaiqiang Zhu, Yushi Chen, Pedram Ghamisi, Xiuping Jia, Jón Atli Benediktsson
2019	J	`jnl`	Deep Learning Ensemble for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yushi Chen, Ying Wang, Yanfeng Gu, Xin He, Pedram Ghamisi, Xiuping Jia
2019	J	`jnl`	Deep Learning for Hyperspectral Image Classification: An Overview. CoRR Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
2019	J	`jnl`	Deep Learning for Hyperspectral Image Classification: An Overview. IEEE Trans. Geosci. Remote. Sens. Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
2019	J	`jnl`	Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones. CoRR Guichen Zhang, Pedram Ghamisi, Xiao Xiang Zhu
2019	J	`jnl`	Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones. IEEE Trans. Geosci. Remote. Sens. Guichen Zhang, Pedram Ghamisi, Xiao Xiang Zhu
2019	J	`jnl`	Fusion of Multiple Edge-Preserving Operations for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Puhong Duan, Xudong Kang, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
2019	J	`jnl`	Hyperspectral Feature Extraction Using Sparse and Smooth Low-Rank Analysis. Remote. Sens. Behnood Rasti, Pedram Ghamisi, Magnus O. Ulfarsson
2019	J	`jnl`	Hyperspectral Image Classification With Squeeze Multibias Network. IEEE Trans. Geosci. Remote. Sens. Leyuan Fang, Guangyun Liu, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
2019	J	`jnl`	Hyperspectral Image Classification with Multi-Scale Feature Extraction. Remote. Sens. Bing Tu, Nanying Li, Leyuan Fang, Danbing He, Pedram Ghamisi
2019	J	`jnl`	Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification. CoRR Danfeng Hong, Xin Wu, Pedram Ghamisi, Jocelyn Chanussot, Naoto Yokoya, Xiao Xiang Zhu
2019	C	`conf`	LW-ODF: A Light-Weight Object Detection Framework for Optical Remote Sensing Imagery. IGARSS Xin Wu, Danfeng Hong, Pedram Ghamisi, Wei Li, Ran Tao
2019	J	`jnl`	LiDAR Data Classification Using Spatial Transformation and CNN. IEEE Geosci. Remote. Sens. Lett. Xin He, Aili Wang, Pedram Ghamisi, Guoyu Li, Yushi Chen
2019	C	`conf`	Mineral Mapping of Drill Core Hyperspectral Data with Extreme Learning Machines. IGARSS Cecilia Contreras, Mahdi Khodadadzadeh, Pedram Ghamisi, Richard Gloaguen
2019	—	`conf`	Mixed Noise Reduction in Hyperspectral Imagery. WHISPERS Behnood Rasti, Pedram Ghamisi, Jocelyn Chanussot
2019	J	`jnl`	Multi-Sensor Spectral Imaging of Geological Samples: A Data Fusion Approach Using Spatio-Spectral Feature Extraction. Sensors Sandra Lorenz, Peter Seidel, Pedram Ghamisi, Robert Zimmermann, Laura Tusa, Mahdi Khodadadzadeh, I. Cecilia Contreras, Richard Gloaguen
2019	C	`conf`	Multi-Source and multi-Scale Imaging-Data Integration to boost Mineral Mapping. IGARSS Richard Gloaguen, Margret C. Fuchs, Mahdi Khodadadzadeh, Pedram Ghamisi, Moritz Kirsch, René Booysen, Robert Zimmermann, Sandra Lorenz
2019	J	`jnl`	Multiple convolutional layers fusion framework for hyperspectral image classification. Neurocomputing Guangzhe Zhao, Guangyun Liu, Leyuan Fang, Bing Tu, Pedram Ghamisi
2019	J	`jnl`	Multisensor Composite Kernels Based on Extreme Learning Machines. IEEE Geosci. Remote. Sens. Lett. Pedram Ghamisi, Behnood Rasti, Jón Atli Benediktsson
2019	C	`conf`	Multisensor Feature Fusion Using Low-Rank Modeling and Component Analysis. IGARSS Behnood Rasti, Pedram Ghamisi, Richard Gloaguen
2019	J	`jnl`	Noise-Robust Hyperspectral Image Classification via Multi-Scale Total Variation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Puhong Duan, Xudong Kang, Shutao Li, Pedram Ghamisi
2018	—	`conf`	A Machine Learning Technique for Drill Core Hyperspectral Data Analysis. WHISPERS Cecilia Contreras, Mahdi Khodadadzadeh, Laura Tusa, Pedram Ghamisi, Richard Gloaguen
2018	J	`jnl`	Corrections to "Deep Recurrent Neural Networks for Hyperspectral Image Classification". IEEE Trans. Geosci. Remote. Sens. Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu
2018	J	`jnl`	Deformable Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Jian Zhu, Leyuan Fang, Pedram Ghamisi
2018	J	`jnl`	Extinction Profiles Fusion for Hyperspectral Images Classification. IEEE Trans. Geosci. Remote. Sens. Leyuan Fang, Nanjun He, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
2018	J	`jnl`	Feature Extraction and Selection of Sentinel-1 Dual-Pol Data for Global-Scale Local Climate Zone Classification. ISPRS Int. J. Geo Inf. Jingliang Hu, Pedram Ghamisi, Xiao Xiang Zhu
2018	J	`jnl`	Feature Importance Analysis for Local Climate Zone Classification Using a Residual Convolutional Neural Network with Multi-Source Datasets. Remote. Sens. Chunping Qiu, Michael Schmitt, Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu
2018	C	`conf`	Feature Importance Analysis of Sentinel-2 Imagery for Large-Scale Urban Local Climate Zone Classification. IGARSS Chunping Qiu, Michael Schmitt, Pedram Ghamisi, Lichao Mou, Xiao Xiang Zhu
2018	J	`jnl`	Generative Adversarial Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Lin Zhu, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
2018	J	`jnl`	Hyperspectral and LiDAR Fusion Using Deep Three-Stream Convolutional Neural Networks. Remote. Sens. Hao Li, Pedram Ghamisi, Uwe Soergel, Xiao Xiang Zhu
2018	J	`jnl`	IMG2DSM: Height Simulation From Single Imagery Using Conditional Generative Adversarial Net. IEEE Geosci. Remote. Sens. Lett. Pedram Ghamisi, Naoto Yokoya
2018	J	`jnl`	LiDAR Data Classification Using Morphological Profiles and Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. Aili Wang, Xin He, Pedram Ghamisi, Yushi Chen
2018	J	`jnl`	MsRi-CCF: Multi-Scale and Rotation-Insensitive Convolutional Channel Features for Geospatial Object Detection. Remote. Sens. Xin Wu, Danfeng Hong, Pedram Ghamisi, Wei Li, Ran Tao
2018	J	`jnl`	Multisource and Multitemporal Data Fusion in Remote Sensing. CoRR Pedram Ghamisi, Behnood Rasti, Naoto Yokoya, Qunming Wang, Bernhard Höfle, Lorenzo Bruzzone, Francesca Bovolo, Mingmin Chi, Katharina Anders, Richard Gloaguen, Peter M. Atkinson, Jón Atli Benediktsson
2018	J	`jnl`	Noise Reduction in Hyperspectral Imagery: Overview and Application. Remote. Sens. Behnood Rasti, Paul Scheunders, Pedram Ghamisi, Giorgio Licciardi, Jocelyn Chanussot
2018	J	`jnl`	Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Naoto Yokoya, Pedram Ghamisi, Junshi Xia, Sergey Sukhanov, Roel Heremans, Ivan Tankoyeu, Benjamin Bechtel, Bertrand Le Saux, Gabriele Moser, Devis Tuia
2018	J	`jnl`	Radiometric Normalization of Multitemporal and Multisensor Remote Sensing Images Based on a Gaussian Mixture Model and Error Ellipse. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hamid Ghanbari, Saeid Homayouni, Pedram Ghamisi, Abdolreza Safari
2018	J	`jnl`	Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Junshi Xia, Pedram Ghamisi, Naoto Yokoya, Akira Iwasaki
2018	C	`conf`	Sparse and Smooth Feature Extraction for Hyperspectral Imagery. IGARSS Behnood Rasti, Magnus O. Ulfarsson, Pedram Ghamisi
2018	C	`conf`	Subspace Multinomial Logistic Regression Ensemble for Classification of Hyperspectral Images. IGARSS Mahdi Khodadadzadeh, Pedram Ghamisi, Cecilia Contreras, Richard Gloaguen
2018	C	`conf`	The Need for Multi-Source, Multi-Scale Hyperspectral Imaging to Boost Non-Invasive Mineral Exploration. IGARSS Richard Gloaguen, Pedram Ghamisi, Sandra Lorenz, Moritz Kirsch, Robert Zimmermann, René Booysen, Louis Andreani, Robert Jackisch, Erik Hermann, Laura Tusa, Gabriel Unger, Cecilia Contreras, Mahdi Khodadadzadeh, Margret C. Fuchs
2018	J	`jnl`	Unsupervised Spectral-Spatial Feature Learning via Deep Residual Conv-Deconv Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu
2017	J	`jnl`	Automatic Hyperspectral Image Restoration Using Sparse and Low-Rank Modeling. IEEE Geosci. Remote. Sens. Lett. Behnood Rasti, Magnus Orn Ulfarsson, Pedram Ghamisi
2017	J	`jnl`	Deep Fusion of Remote Sensing Data for Accurate Classification. IEEE Geosci. Remote. Sens. Lett. Yushi Chen, Chunyang Li, Pedram Ghamisi, Xiuping Jia, Yanfeng Gu
2017	J	`jnl`	Deep Recurrent Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu
2017	C	`conf`	Evaluation of polsar similarity measures with spectral clustering. IGARSS Jingliang Hu, Yuanyuan Wang, Pedram Ghamisi, Xiao Xiang Zhu
2017	C	`conf`	Feature fusion of hyperspectral and lidar data using extinction profiles and total variation. IGARSS Pedram Ghamisi, Behnood Rasti, Xiao Xiang Zhu
2017	C	`conf`	Fully conv-deconv network for unsupervised spectral-spatial feature extraction of hyperspectral imagery via residual learning. IGARSS Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu
2017	J	`jnl`	Fusion of Hyperspectral and LiDAR Data Using Sparse and Low-Rank Component Analysis. IEEE Trans. Geosci. Remote. Sens. Behnood Rasti, Pedram Ghamisi, Javier Plaza, Antonio Plaza
2017	J	`jnl`	Hyperspectral Images Classification With Gabor Filtering and Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. Yushi Chen, Lin Zhu, Pedram Ghamisi, Xiuping Jia, Guoyu Li, Liang Tang
2017	J	`jnl`	Hyperspectral and LiDAR Data Fusion Using Extinction Profiles and Deep Convolutional Neural Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Pedram Ghamisi, Bernhard Höfle, Xiao Xiang Zhu
2017	J	`jnl`	Hyperspectral and LiDAR Fusion Using Extinction Profiles and Total Variation Component Analysis. IEEE Trans. Geosci. Remote. Sens. Behnood Rasti, Pedram Ghamisi, Richard Gloaguen
2017	C	`conf`	Hyperspectral images classification by fusing extinction profiles feature. IGARSS Nanjun He, Leyuan Fang, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
2017	J	`jnl`	Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study. CoRR Pedram Ghamisi, Gabriele Cavallaro, Dan Wu, Jón Atli Benediktsson, Antonio Plaza
2017	J	`jnl`	LiDAR Data Classification Using Extinction Profiles and a Composite Kernel Support Vector Machine. IEEE Geosci. Remote. Sens. Lett. Pedram Ghamisi, Bernhard Höfle
2017	C	`conf`	Multimodal, multitemporal, and multisource global data fusion for local climate zones classification based on ensemble learning. IGARSS Naoto Yokoya, Pedram Ghamisi, Junshi Xia
2017	C	`conf`	Multiple composite kernel learning for hyperspectral image classification. IGARSS Peijun Du, Junshi Xia, Pedram Ghamisi, Akira Iwasaki, Jón Atli Benediktsson
2017	J	`jnl`	Using the SLEUTH urban growth model to simulate the impacts of future policy scenarios on urban land use in the Tehran metropolitan area in Iran. CoRR Shaghayegh Kargozar Nahavandya, Lalit Kumar, Pedram Ghamisi
2016	J	`jnl`	A Self-Improving Convolution Neural Network for the Classification of Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. Pedram Ghamisi, Yushi Chen, Xiao Xiang Zhu
2016	J	`jnl`	Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. Yushi Chen, Hanlu Jiang, Chunyang Li, Xiuping Jia, Pedram Ghamisi
2016	C	`conf`	Deep fusion of hyperspectral and LiDAR data for thematic classification. IGARSS Yushi Chen, Chunyang Li, Pedram Ghamisi, Chunyu Shi, Yanfeng Gu
2016	—	`conf`	Extended extinction profile for the classification of hyperspectral images. WHISPERS Pedram Ghamisi, Roberto Souza, Jón Atli Benediktsson, Xiao Xiang Zhu, Letícia Rittner, Roberto A. Lotufo
2016	J	`jnl`	Extinction Profiles for the Classification of Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. Pedram Ghamisi, Roberto Souza, Jón Atli Benediktsson, Xiao Xiang Zhu, Letícia Rittner, Roberto A. Lotufo
2016	C	`conf`	Extinction profiles: A novel approach for the analysis of remote sensing data. IGARSS Pedram Ghamisi, Roberto Souza, Letícia Rittner, Jón Atli Benediktsson, Roberto A. Lotufo, Xiao Xiang Zhu
2016	J	`jnl`	Hyperspectral Data Classification Using Extended Extinction Profiles. IEEE Geosci. Remote. Sens. Lett. Pedram Ghamisi, Roberto Souza, Jón Atli Benediktsson, Letícia Rittner, Roberto A. Lotufo, Xiao Xiang Zhu
2016	—	`conf`	Land-cover monitoring using time-series hyperspectral data via fractional-order darwinian particle swarm optimization segmentation. WHISPERS Naoto Yokoya, Pedram Ghamisi
2016	—	`conf`	Object based fusion of polarimetric SAR and hyperspectral imaging for land use classification. WHISPERS Jingliang Hu, Pedram Ghamisi, Andreas Schmitt, Xiao Xiang Zhu
2015	J	`jnl`	A Novel Evolutionary Swarm Fuzzy Clustering Approach for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Pedram Ghamisi, Abder-Rahman Ali, Micael S. Couceiro, Jón Atli Benediktsson
2015	J	`jnl`	A Novel Feature Selection Approach Based on FODPSO and SVM. IEEE Trans. Geosci. Remote. Sens. Pedram Ghamisi, Micael S. Couceiro, Jón Atli Benediktsson
2015	J	`jnl`	A Survey on Spectral-Spatial Classification Techniques Based on Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. Pedram Ghamisi, Mauro Dalla Mura, Jón Atli Benediktsson
2015	C	`conf`	An advanced classifier for the joint use of LiDAR and hyperspectral data: Case study in Queensland, Australia. IGARSS Pedram Ghamisi, Dan Wu, Gabriele Cavallaro, Jón Atli Benediktsson, Stuart R. Phinn, Nicola Falco
2015	J	`jnl`	Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization. IEEE Geosci. Remote. Sens. Lett. Pedram Ghamisi, Jón Atli Benediktsson
2014	J	`jnl`	Automatic Framework for Spectral-Spatial Classification Based on Supervised Feature Extraction and Morphological Attribute Profiles. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Pedram Ghamisi, Jón Atli Benediktsson, Gabriele Cavallaro, Antonio Plaza
2014	J	`jnl`	Automatic Spectral-Spatial Classification Framework Based on Attribute Profiles and Supervised Feature Extraction. IEEE Trans. Geosci. Remote. Sens. Pedram Ghamisi, Jón Atli Benediktsson, Johannes R. Sveinsson
2014	—	`conf`	FODSPO based feature selection for hyperspectral remote sensing data. WHISPERS Pedram Ghamisi, Micael S. Couceiro, Jón Atli Benediktsson
2014	C	`conf`	Fusion of hyperspectral and LiDAR data in classification of urban areas. IGARSS Pedram Ghamisi, Jón Atli Benediktsson, Stuart R. Phinn
2014	J	`jnl`	Integration of Segmentation Techniques for Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. Pedram Ghamisi, Micael S. Couceiro, Mathieu Fauvel, Jón Atli Benediktsson
2014	J	`jnl`	Multilevel Image Segmentation Based on Fractional-Order Darwinian Particle Swarm Optimization. IEEE Trans. Geosci. Remote. Sens. Pedram Ghamisi, Micael S. Couceiro, Fernando Manuel Lourenço Martins, Jón Atli Benediktsson
2014	J	`jnl`	Spectral-Spatial Classification of Hyperspectral Images Based on Hidden Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. Pedram Ghamisi, Jón Atli Benediktsson, Magnus O. Ulfarsson
2013	C	`conf`	Spectral-spatial classification based on integrated segmentation. IGARSS Pedram Ghamisi, Micael S. Couceiro, Mathieu Fauvel, Jón Atli Benediktsson
2013	C	`conf`	The spectral-spatial classification of hyperspectral images based on Hidden Markov Random Field and its Expectation-Maximization. IGARSS Pedram Ghamisi, Jón Atli Benediktsson, Magnus O. Ulfarsson
2012	—	`conf`	A novel adaptive compression method for hyperspectral images by using EDT and particle swarm optimization. Digital Photography Pedram Ghamisi, Lalit Kumar
2012	J	`jnl`	An efficient method for segmentation of images based on fractional calculus and natural selection. Expert Syst. Appl. Pedram Ghamisi, Micael S. Couceiro, Jón Atli Benediktsson, Nuno M. F. Ferreira
2012	C	`conf`	Use of Darwinian Particle Swarm Optimization technique for the segmentation of Remote Sensing images. IGARSS Pedram Ghamisi, Micael S. Couceiro, Nuno M. F. Ferreira, Lalit Kumar
2011	—	`conf`	Binary Hybrid GA-PSO based algorithm for compression of hyperspectral data. ICSPCS Pedram Ghamisi, Farshid Sepehrband, Jayran Choupan, Mohammad Mortazavi