| 2024 | BMVC | COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation. | Munish Monga, Sachin Kumar Giroh, Ankit Jha, Mainak Singha, Biplab Banerjee, Jocelyn Chanussot |
| 2024 | CVPR | S2MAE: A Spatial-Spectral Pretraining Foundation Model for Spectral Remote Sensing Data. | Xuyang Li, Danfeng Hong, Jocelyn Chanussot |
| 2024 | ECCV | Learning Representations of Satellite Images From Metadata Supervision. | Jules Bourcier, Gohar Dashyan, Karteek Alahari, Jocelyn Chanussot |
| 2024 | IGARSS | Unsupervised Domain Adaptation for Hyperspectral Image Classification via Causal Invariance. | Biqi Wang, Yang Xu, Zebin Wu, Zhihui Wei, Jocelyn Chanussot |
| 2024 | IGARSS | DEM-Assisted Neural Network for SAR-to-Optical Image Translation. | Antoine Bralet, Trong Nghia Ngo, Emmanuel Trouv, Jocelyn Chanussot, Abdourrahmane M. Atto |
| 2024 | IGARSS | Hyperspectral Pansharpening: Review and Future Perspectives. | Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa |
| 2023 | IGARSS | Hysupp: An Open-Source Hyperspectral Unmixing Python Package. | Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot |
| 2023 | IGARSS | RGB-Infrared Multi-Modal Remote Sensing Object Detection Using CNN and Transformer Based Feature Fusion. | Tao Tian, Jiang Cai, Yang Xu, Zebin Wu, Zhihui Wei, Jocelyn Chanussot |
| 2023 | IGARSS | A Novel Unified Framework for Multi-Task Fusion of Hyperspectral and SAR Image. | Yifan Zhang, Yang Xu, Zebin Wu, Zhihui Wei, Jocelyn Chanussot |
| 2022 | ICIP | Deep Learning of Radiometrical and Geometrical Sar Distorsions for Image Modality translations. | Antoine Bralet, Abdourrahmane M. Atto, Jocelyn Chanussot, Emmanuel Trouv |
| 2022 | IGARSS | Deep Blind Unmixing using Minimum Simplex Convolutional Network. | Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot |
| 2022 | IGARSS | Enhanced Single-Shot Detector for Small Object Detection in Remote Sensing Images. | Pourya Shamsolmoali, Masoumeh Zareapoor, Jie Yang, Eric Granger, Jocelyn Chanussot |
| 2022 | IGARSS | Multimodal Hyperspectral Unmixing via Attention Networks. | Zhu Han, Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Jocelyn Chanussot |
| 2022 | IGARSS | Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification. | Jing Yao, Danfeng Hong, Lianru Gao, Jocelyn Chanussot |
| 2022 | IGARSS | Spectral-Spatial Transformer for Hyperspectral Image Sharpening. | Lihui Chen, Gemine Vivone, Jiayi Qin, Jocelyn Chanussot, Xiaomin Yang |
| 2022 | IGARSS | Self Supervised Learning for Few Shot Hyperspectral Image Classification. | Nassim Ait Ali Braham, Lichao Mou, Jocelyn Chanussot, Julien Mairal, Xiao Xiang Zhu |
| 2022 | IGARSS | Robust Linear Unmixing for Hyperspectral Remote Sensing Imagery Based on Enhanced Constraint of Classification. | Jinxue Chi, Xueji Shen, Haoyang Yu, Xiao-Di Shang, Jocelyn Chanussot, Yimin Shi |
| 2021 | IGARSS | Wavelet-Based Block Low-Rank Representations for Hyperspectral Denoising. | Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot |
| 2021 | IGARSS | Non-Local Means Low-Rank Approximation for Hyperspectral Denoising. | Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot |
| 2021 | IGARSS | On Hyperspectral Super-Resolution. | Jocelyn Chanussot |
| 2021 | IGARSS | EvoNAS: Evolvable Neural Architecture Search for Hyperspectral Unmixing. | Zhu Han, Danfeng Hong, Lianru Gao, Jocelyn Chanussot, Bing Zhang |
| 2021 | IGARSS | An Overview of Multimodal Remote Sensing Data Fusion: From Image to Feature, From Shallow to Deep. | Danfeng Hong, Jocelyn Chanussot, Xiao Xiang Zhu |
| 2021 | IGARSS | Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction. | Danfeng Hong, Xin Wu, Jing Yao, Lianru Gao, Bing Zhang, Jocelyn Chanussot |
| 2020 | ECCV | Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution. | Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu |
| 2020 | IGARSS | Local Spatial-Spectral Correlation Based Mixtures of Factor Analyzers for Hyperspectral Denoising. | Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot |
| 2020 | IGARSS | Hyperspectral Images Denoising Based on Mixtures of Factor Analyzers. | Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot |
| 2020 | IGARSS | PolSAR Scene Classification via Low-Rank Tensor-Based Multi-View Subspace Representation. | Mengqian Chen, Bo Ren, Biao Hou, Jocelyn Chanussot, Shuang Wang, Xiangrong Zhang, Wen Xie |
| 2020 | IGARSS | Unsupervised Hyperspectral Embedding by Learning a Deep Regression Network. | Danfeng Hong, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu |
| 2020 | IGARSS | Locally Linear Reconstruction for Spectral Enhancement Using Limited Pixel-to-Pixel Multispectral and Hyperspectral Data. | Danfeng Hong, Jing Yao, Renlong Hang, Jocelyn Chanussot |
| 2019 | IGARSS | Intensity Calibration of a MCT-APD Sensor for a Flash Lidar System. | Victor E. S. Parahyba, Regis Perrier, Eric de Borniol, Jocelyn Chanussot |
| 2019 | IGARSS | Polsar Land Cover Classification via Tensorial Embedding Methods. | Bo Ren, Biao Hou, Jocelyn Chanussot, Changzhe Jiao, Xiangrong Zhang |
| 2019 | IGARSS | Estimation of Diffuse Component of Global Radiation Based on Leaf-Scale Crop Images. | Kuniaki Uto, Mauro Dalla Mura, Jocelyn Chanussot, Koichi Shinoda |
| 2019 | IGARSS | (Semi-) Supervised Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification. | Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot |
| 2019 | IGARSS | Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification. | Bin Zhao, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jocelyn Chanussot |
| 2019 | IGARSS | WU-Net: A Weakly-Supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery. | Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Uta Heiden, Wieke Heldens, Xiao Xiang Zhu |
| 2019 | IGARSS | LiDAR Data-Aided Hypergraph Regularized Multi-Modal Unmixing. | Sevcan Kahraman, Yang Xu, Jocelyn Chanussot, Ali Tangel |
| 2019 | IGARSS | Multimodal-Temporal Fusion: Blending Multimodal Remote Sensing Images to Generate Image Series With High Temporal Resolution. | Xun Liu, Chenwei Deng, Baojun Zhao, Jocelyn Chanussot |
| 2019 | ISMM | Constructing a Braid of Partitions from Hierarchies of Partitions. | Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot |
| 2018 | ICASSP | Endmembers as Directional Data for Robust Material Variability Retrieval in Hyperspectral Image Unmixing. | Lucas Drumetz, Jocelyn Chanussot, Akira Iwasaki |
| 2018 | IGARSS | Spatial Resolution Enhancement of Optical Images Based on Tensor Decomposition. | Kuniaki Uto, Mauro Dalla Mura, Jocelyn Chanussot |
| 2018 | IGARSS | A Study on Full Scale Injection Coefficients for Pansharpening. | Gemine Vivone, Rocco Restaino, Jocelyn Chanussot |
| 2018 | IGARSS | GPU Parallel Implementation of Gas Plume Detection in Hyperspectral Video Sequences. | Huimin Yu, Zebin Wu, Jie Wei, Yang Xu, Jocelyn Chanussot, Andrea L. Bertozzi, Linlin Shi, Zhihui Wei |
| 2018 | IGARSS | Extended Linear Mixing Model in an Ecosytem with High Spectral Variability. | Edurne Ibarrola-Ulzurrun, Lucas Drumetz, Jocelyn Chanussot, Consuelo Gonzalo-Martn, Javier Marcello |
| 2018 | IGARSS | Evaluation of Hyperspectral Classification Maps in Heterogeneous Ecosystem. | Edurne Ibarrola-Ulzurrun, Javier Marcello, Consuelo Gonzalo-Martn, Jocelyn Chanussot |
| 2018 | IGARSS | Feature-Level Loss for Multispectral Pan-Sharpening with Machine Learning. | Xun Liu, Chenwei Deng, Baojun Zhao, Jocelyn Chanussot |
| 2017 | ICASSP | Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression. | Lucas Drumetz, Guillaume Tochon, Miguel Angel Veganzones, Jocelyn Chanussot, Christian Jutten |
| 2017 | ICASSP | A comparison between real and complex Schott spherical symmetry test for PolSAR data analysis. | Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot |
| 2017 | ICIP | Hyperspectral image inpainting based on collaborative total variation. | Paolo Addesso, Mauro Dalla Mura, Laurent Condat, Rocco Restaino, Gemine Vivone, Daniele Picone, Jocelyn Chanussot |
| 2017 | ICIP | A variational pansharpening approach based on reproducible kernel Hilbert space and heaviside function. | Liang-Jian Deng, Gemine Vivone, Weihong Guo, Mauro Dalla Mura, Jocelyn Chanussot |
| 2017 | ICIP | Learning a low-coherence dictionary to address spectral variability for hyperspectral unmixing. | Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu |
| 2017 | ICIP | A graph-based approach for feature extraction and segmentation of multimodal images. | Geoffrey Iyer, Jocelyn Chanussot, Andrea L. Bertozzi |
| 2017 | ICIP | Robust linear unmixing with enhanced sparsity. | Alexandre Tiard, Laurent Condat, Lucas Drumetz, Jocelyn Chanussot, Wotao Yin, Xiaoxiang Zhu |
| 2017 | IGARSS | Information extraction by blind source separation from polarimetric SAR data. | Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot |
| 2017 | IJCNN | Spatio-temporal cellular automata-based filtering for image sequence denoising. | Blanca Maria Priego Torres, Abraham Prieto, Richard J. Duro, Jocelyn Chanussot |
| 2017 | IGARSS | Collaborative total variation for hyperspectral pansharpening. | Paolo Addesso, Mauro Dalla Mura, Laurent Condat, Rocco Restaino, Gemine Vivone, Daniele Picone, Jocelyn Chanussot |
| 2017 | IGARSS | Using time series to improve endmembers estimation on multispectral images for snow monitoring. | Tho Masson, Mauro Dalla Mura, Marie Dumont, Jocelyn Chanussot |
| 2017 | IWINAC | Cellular Automata-Based Image Sequence Denoising Algorithm for Signal Dependent Noise. | Blanca Maria Priego Torres, Richard J. Duro, Jocelyn Chanussot |
| 2016 | ICIP | Hyperspectral unmixing with material variability using social sparsity. | Travis R. Meyer, Lucas Drumetz, Jocelyn Chanussot, Andrea L. Bertozzi, Christian Jutten |
| 2016 | ICIP | GAS plume detection in hyperspectral video sequence using low rank representation. | Yang Xu, Zebin Wu, Zhihui Wei, Mauro Dalla Mura, Jocelyn Chanussot, Andrea L. Bertozzi |
| 2016 | ICPR | Learning to semantically segment high-resolution remote sensing images. | Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos |
| 2016 | IGARSS | Pansharpening of hyperspectral images: Exploiting data acquired by multiple platforms. | Daniele Picone, Rocco Restaino, Gemine Vivone, Paolo Addesso, Jocelyn Chanussot |
| 2016 | IGARSS | LiDAR information extraction by attribute filters with partial reconstruction. | Wenzhi Liao, Mauro Dalla Mura, Xin Huang, Jocelyn Chanussot, Sidharta Gautama, Paul Scheunders, Wilfried Philips |
| 2015 | FUSION | Converted measurements random matrix approach to extended target tracking using X-band marine radar data. | Gemine Vivone, Paolo Braca, Karl Granstrm, Antonio Natale, Jocelyn Chanussot |
| 2015 | ICIP | Fluorosocopic sequence denoising using a motion compensated multi-scale temporal filtering. | Carole Amiot, Catherine Girard, Jrmie Pescatore, Jocelyn Chanussot, Michel Desvignes |
| 2015 | IGARSS | Global and local Gram-Schmidt methods for hyperspectral pansharpening. | Mauro Dalla Mura, Gemine Vivone, Rocco Restaino, Paolo Addesso, Jocelyn Chanussot |
| 2015 | IGARSS | Evaluation of ICA based ICTD for PolSAR data analysis in tropical forest scenario. | Leandro Pralon, Gabriel Vasile, Mauro Dalla Mura, Jocelyn Chanussot, Nikola Besic |
| 2015 | IGARSS | Multi-band semiblind deconvolution for pansharpening applications. | Gemine Vivone, Rocco Restaino, Mauro Dalla Mura, Jocelyn Chanussot |
| 2015 | IGARSS | Saliency based visualization of hyper-spectral images. | Haris Ahmad Khan, Muhammad Murtaza Khan, Khurram Khurshid, Jocelyn Chanussot |
| 2015 | ISMM | A Pansharpening Algorithm Based on Morphological Filters. | Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Jocelyn Chanussot |
| 2015 | ISMM | Segmentation of Multimodal Images Based on Hierarchies of Partitions. | Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot |
| 2015 | ISMM | Binary Partition Trees-Based Spectral-Spatial Permutation Ordering. | Miguel Angel Veganzones, Mauro Dalla Mura, Guillaume Tochon, Jocelyn Chanussot |
| 2014 | ICASSP | An unmixing-based method for the analysis of thermal hyperspectral images. | Manuel Cubero-Castan, Jocelyn Chanussot, Xavier Briottet, Michal Shimoni, Vronique Achard |
| 2014 | ICASSP | On selecting relevant intrinsic mode functions in empirical mode decomposition: An energy-based approach. | Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre |
| 2014 | ICASSP | A new nonparametric method for testing stationarity based on trend analysis in the time marginal distribution. | Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat |
| 2014 | ICIP | Selective and robust d-dimensional path operators. | Franois Cokelaer, Mauro Dalla Mura, Hugues Talbot, Jocelyn Chanussot |
| 2014 | ICIP | A physics-based unmixing method for thermal hyperspectral images. | Manuel Cubero-Castan, Jocelyn Chanussot, Vronique Achard, Xavier Briottet, Michal Shimoni |
| 2014 | ICIP | Image denoising using contextual modeling of curvelet coefficients. | Razmig Kchichian, Carole Amiot, Catherine Girard, Jrmie Pescatore, Jocelyn Chanussot, Michel Desvignes |
| 2014 | ICIP | Spectral compression of hyperspectral images by means of nonlinear principal component analysis decorrelation. | Giorgio A. Licciardi, Jocelyn Chanussot, Alessandro Piscini |
| 2014 | ICIP | Enhancing hyperspectral image quality using nonlinear PCA. | Giorgio A. Licciardi, Jocelyn Chanussot, Gabriel Vasile, Alessandro Piscini |
| 2014 | ICIP | Context-adaptive Pansharpening based on binary partition tree segmentation. | Mauro Dalla Mura, Gemine Vivone, Rocco Restaino, Jocelyn Chanussot |
| 2014 | ICIP | Hyperspectral image superresolution: An edge-preserving convex formulation. | Miguel Simes, Jos M. Bioucas-Dias, Lus B. Almeida, Jocelyn Chanussot |
| 2014 | ICIP | Binary partition trees-based robust adaptive hyperspectral RX anomaly detection. | Miguel Angel Veganzones, Joana Frontera-Pons, Frdric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot |
| 2014 | ICIP | Hyperspectral super-resolution of locally low rank images from complementary multisource data. | Miguel Angel Veganzones, Miguel Simes, Giorgio A. Licciardi, Jos M. Bioucas-Dias, Jocelyn Chanussot |
| 2014 | IGARSS | Improved subpixel monitoring of seasonal snow cover: A case study in the Alps. | Miguel Angel Veganzones, Mauro Dalla Mura, Marie Dumont, Isabella Zin, Jocelyn Chanussot |
| 2014 | IGARSS | A method for improving the consistency property of pansharpening algorithms. | Maria Rosaria Vicinanza, Rocco Restaino, Gemine Vivone, Mauro Dalla Mura, Giorgio Licciardi, Jocelyn Chanussot |
| 2014 | IGARSS | A critical comparison of pansharpening algorithms. | Gemine Vivone, Luciano Alparone, Jocelyn Chanussot, Mauro Dalla Mura, Andrea Garzelli, Giorgio Licciardi, Rocco Restaino, Lucien Wald |
| 2014 | IGARSS | MultiResolution Analysis and Component Substitution techniques for hyperspectral Pansharpening. | Gemine Vivone, Rocco Restaino, Giorgio Licciardi, Mauro Dalla Mura, Jocelyn Chanussot |
| 2014 | IGARSS | Analysis of supplementary information emerging from the ICA based ICTD. | Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Alexandre Girard, Guy D'Urso |
| 2014 | IGARSS | Robust anomaly detection in Hyperspectral Imaging. | Joana Frontera-Pons, Miguel Angel Veganzones, Santiago Velasco-Forero, Frdric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot |
| 2013 | ICIP | Spatio-temporal cellular automata-based filtering for image sequence denoising: Application to fluoroscopic sequences. | Blanca Maria Priego Torres, Miguel Angel Veganzones, Jocelyn Chanussot, Carole Amiot, Abraham Prieto, Richard J. Duro |
| 2013 | ICIP | Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation. | Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot |
| 2013 | IGARSS | Identification of agricultural crops in early stages using remote sensing images. | Silvia Valero, Pietro Ceccato, Walter E. Baethgen, Jocelyn Chanussot |
| 2013 | IGARSS | Object recognition in urban hyperspectral images using Binary Partition Tree representation. | Silvia Valero, Philippe Salembier, Jocelyn Chanussot |
| 2013 | IGARSS | Sphericity of complex stochastic models in multivariate SAR images. | Gabriel Vasile, Nikola Besic, Andrei Anghel, Cornel Ioana, Jocelyn Chanussot |
| 2013 | IGARSS | A comparison study between windowing and binary partition trees for hyperspectral image information mining. | Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot |
| 2013 | IGARSS | Nonlinear PCA based polarimetric decomposition. | Ruggero Giuseppe Avezzano, Giorgio Licciardi, Fabio Del Frate, Giovanni Schiavon, Jocelyn Chanussot |
| 2013 | IGARSS | Wet snow backscattering sensitivity on density change for SWE estimation. | Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Didier Boldo, Guy D'Urso |
| 2013 | IGARSS | Independent Component Analysis within polarimetric incoherent target decomposition. | Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Didier Boldo, Guy D'Urso |
| 2013 | IGARSS | CFAR hierarchical clustering of polarimetric SAR data. | Pierre Formont, Miguel Angel Veganzones, Joana Frontera-Pons, Frdric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot |
| 2013 | IGARSS | Performance analysis of robust detectors for hyperspectral imaging. | Joana Frontera-Pons, Jean Philippe Ovarlez, Frdric Pascal, Jocelyn Chanussot |
| 2012 | ICASSP | A modified time-frequency method for testing wide-sense stationarity. | Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat |
| 2012 | ICIP | Fusion of hyperspectral and panchromatic images: A hybrid use of indusion and nonlinear PCA. | Giorgio Licciardi, Muhammad Murtaza Khan, Jocelyn Chanussot |
| 2012 | IGARSS | Binary partition tree as a hyperspectral segmentation tool for tropical rainforests. | Guillaume Tochon, Jean-Baptiste Fret, Roberta E. Martin, Raul Tupayachi, Jocelyn Chanussot, Gregory P. Asner |
| 2012 | IGARSS | Generalized bilinear model based nonlinear unmixing using semi-nonnegative matrix factorization. | Naoto Yokoya, Jocelyn Chanussot, Akira Iwasaki |
| 2012 | IGARSS | Dry snow backscattering sensitivity on density change for SWE estimation. | Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Jean-Pierre Dedieu, Guy D'Urso, Didier Boldo, Jean Philippe Ovarlez |
| 2012 | IGARSS | Stochastically based wet snow mapping with SAR DATA. | Nikola Besic, Gabriel Vasile, Jocelyn Chanussot, Srdjan Stankovic, Jean Philippe Ovarlez, Guy D'Urso, Didier Boldo, Jean-Pierre Dedieu |
| 2012 | IGARSS | Hyperspectral remote sensing image classification based on the integration of support vector machine and random forest. | Peijun Du, Junshi Xia, Jocelyn Chanussot, Xiyan He |
| 2012 | IGARSS | Hedges detection using local directional features and support vector data description. | Mathieu Fauvel, David Sheeren, Jocelyn Chanussot, Jn Atli Benediktsson |
| 2012 | IGARSS | A class of robust estimates for detection in hyperspectral images using elliptical distributions background. | Joana Frontera-Pons, Mlanie Mahot, Jean Philippe Ovarlez, Frdric Pascal, Sze Kim Pang, Jocelyn Chanussot |
| 2012 | IGARSS | River network detection on simulated swot images based on curvilinear denoising and morphological detection. | Samuel Grosdidier, Silvia Valero, Jocelyn Chanussot, Roger Fjrtoft |
| 2012 | IGARSS | Pansharpening using total variation regularization. | Xiyan He, Laurent Condat, Jocelyn Chanussot, Junshi Xia |
| 2012 | IGARSS | Population density estimation using textons. | Yousra Javed, Muhammad Murtaza Khan, Jocelyn Chanussot |
| 2012 | IGARSS | Unsupervised river detection in RapidEye data. | Sascha Klemenjak, Bjrn Waske, Silvia Valero, Jocelyn Chanussot |
| 2012 | IGARSS | Unsupervised nonlinear spectral unmixing by means of NLPCA applied to hyperspectral imagery. | Giorgio Licciardi, Xavier Ceamanos, Sylvain Dout, Jocelyn Chanussot |
| 2012 | IGARSS | Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps. | Giorgio Licciardi, Alberto Villa, Muhammad Murtaza Khan, Jocelyn Chanussot |
| 2012 | IGARSS | Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images. | Bin Luo, Sylvain Dout, Xavier Ceamanos, Jocelyn Chanussot, Liangpei Zhang |
| 2012 | IGARSS | A support vector regression approach for building seismic vulnerability assessment and evaluation from remote sensing and in-situ data. | Panagiota Matsuka, Jocelyn Chanussot, Erwan Pathier, Philippe Guguen |
| 2011 | ICASSP | A time-distributed phase space histogram for detecting transient signals. | Florin-Marian Birleanu, Cornel Ioana, Alexandru Serbanescu, Jocelyn Chanussot |
| 2011 | ICASSP | Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery. | Yuliya Tarabalka, James C. Tilton, Jn Atli Benediktsson, Jocelyn Chanussot |
| 2011 | ICIP | A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images. | Kvin Bernard, Yuliya Tarabalka, Jess Angulo, Jocelyn Chanussot, Jn Atli Benediktsson |
| 2011 | ICIP | Hyperspectral image segmentation using Binary Partition Trees. | Silvia Valero, Philippe Salembier, Jocelyn Chanussot |
| 2011 | IGARSS | 2011 GRSS Data Fusion Contest: Exploiting WorldView-2 multi-angular acquisitions. | Fabio Pacifici, Jocelyn Chanussot, Qian Du |
| 2011 | IGARSS | Improved Binary Partition Tree construction for hyperspectral images: Application to object detection. | Silvia Valero, Philippe Salembier, Jocelyn Chanussot, Carles M. Cuadras |
| 2011 | IGARSS | Unsupervised classification and spectral unmixing for sub-pixel labelling. | Alberto Villa, Jocelyn Chanussot, Jn Atli Benediktsson, Christian Jutten |
| 2011 | IGARSS | Mahalanobis kernel based on probabilistic principal component. | Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jn Atli Benediktsson |
| 2011 | IGARSS | Urban area product simulation for the EnMap hyperspectral sensor. | Paolo Gamba, Alberto Villa, Antonio Plaza, Jocelyn Chanussot, Jn Atli Benediktsson |
| 2011 | IGARSS | Fusion of Hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction. | Giorgio Licciardi, Muhammad Murtaza Khan, Jocelyn Chanussot, Annick Montanvert, Laurent Condat, Christian Jutten |
| 2011 | IGARSS | Linear unmixing of multidate hyperspectral imagery for crop yield estimation. | Bin Luo, Chenghai Yang, Jocelyn Chanussot |
| 2011 | ISMM | Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees. | Jn Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, Mauro Dalla Mura, Philippe Salembier, Silvia Valero |
| 2010 | ICIP | Geometrical features for the classification of very high resolution multispectral remote-sensing images. | Bin Luo, Jocelyn Chanussot |
| 2010 | ICIP | Pansharpening with a decision fusion based on the local size information. | Bin Luo, Muhammad Murtaza Khan, Thibaut Bienvenu, Jocelyn Chanussot |
| 2010 | ICIP | Comparison of merging orders and pruning strategies for Binary Partition Tree in hyperspectral data. | Silvia Valero, Philippe Salembier, Jocelyn Chanussot |
| 2010 | IGARSS | Support vector machines regression for estimation of forest parameters from airborne laser scanning data. | Jean-Matthieu Monnet, Frdric Berger, Jocelyn Chanussot |
| 2010 | IGARSS | A multiple classifier approach for spectral-spatial classification of hyperspectral data. | Yuliya Tarabalka, Jn Atli Benediktsson, Jocelyn Chanussot, James C. Tilton |
| 2010 | IGARSS | New hyperspectral data representation using binary partition tree. | Silvia Valero, Philippe Salembier, Jocelyn Chanussot |
| 2010 | IGARSS | Super-resolution: an efficient method to improve spatial resolution of hyperspectral images. | Alberto Villa, Jocelyn Chanussot, Jn Atli Benediktsson, Magnus O. Ulfarsson, Christian Jutten |
| 2010 | IGARSS | Mahalanobis kernel for the classification of hyperspectral images. | Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jn Atli Benediktsson |
| 2010 | IGARSS | Unsupervised linear unmixing of hyperspectral image for crop yield estimation. | Bin Luo, Chenghai Yang, Jocelyn Chanussot |
| 2009 | ICASSP | Signal characterization using generalized "Time-phase derivatives" representation. | Bertrand Gottin, Irena Orovic, Cornel Ioana, Srdjan Stankovic, Jocelyn Chanussot |
| 2009 | ICIP | Pansharpening of Hyperspectral images using spatial distortion optimization. | Muhammad Murtaza Khan, Jocelyn Chanussot, Luciano Alparone |
| 2009 | ICIP | Unsupervised classification of hyperspectral images by using linear unmixing algorithm. | Bin Luo, Jocelyn Chanussot |
| 2009 | ICIP | Unsupervised endmember extraction: Application to hyperspectral images from Mars. | Bin Luo, Jocelyn Chanussot, Sylvain Dout |
| 2009 | ICIP | Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images. | Silvia Valero, Jocelyn Chanussot, Jn Atli Benediktsson, Hugues Talbot, Bjrn Waske |
| 2009 | IGARSS | Classification based Marker Selection for Watershed Transform of Hyperspectral Images. | Yuliya Tarabalka, Jocelyn Chanussot, Jn Atli Benediktsson |
| 2009 | IGARSS | Morphological Image Distances for Hyperspectral Dimensionality Exploration using Kernel-PCA and ISOMAP. | Santiago Velasco-Forero, Jess Angulo, Jocelyn Chanussot |
| 2009 | IGARSS | On the Use of ICA for Hyperspectral Image Analysis. | Alberto Villa, Jocelyn Chanussot, Christian Jutten, Jn Atli Benediktsson, Sad Moussaoui |
| 2009 | IGARSS | Multiscale Stochastic Watershed for Unsupervised Hyperspectral Image Segmentation. | Jess Angulo, Santiago Velasco-Forero, Jocelyn Chanussot |
| 2009 | IGARSS | Kernel Principal Component Analysis for the Construction of the Extended Morphological Profile. | Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson |
| 2008 | ICIP | Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel. | Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson |
| 2008 | ICIP | Speeding up Support Vector Machine (SVM) image classification by a kernel series expansion. | Tarek Habib, Jordi Inglada, Grgoire Mercier, Jocelyn Chanussot |
| 2008 | IGARSS | Segmentation and Classification of Hyperspectral Data using Watershed. | Yuliya Tarabalka, Jocelyn Chanussot, Jn Atli Benediktsson, Jess Angulo, Mathieu Fauvel |
| 2008 | IGARSS | Classification of basic roof types based on VHR optical data and digital elevation model. | Silvia Valero, Jocelyn Chanussot, Philippe Guguen |
| 2008 | IGARSS | Gradient Optimization for multiple kernel's parameters in support vector machines classification. | Alberto Villa, Mathieu Fauvel, Jocelyn Chanussot, Paolo Gamba, Jn Atli Benediktsson |
| 2008 | IGARSS | Ensemble Methods for Classification of Hyperspectral Data. | Jn Atli Benediktsson, Xavier Ceamanos, Bjrn Waske, Jocelyn Chanussot, Johannes R. Sveinsson, Mathieu Fauvel |
| 2008 | IGARSS | Assessment of Feature Selection Techniques for Support Vector Machine Classification of Satellite Imagery. | Tarek Habib, Jordi Inglada, Grgoire Mercier, Jocelyn Chanussot |
| 2008 | IGARSS | On the Use of a New Additive Kernel for Change Detection using SVM. | Tarek Habib, Jordi Inglada, Grgoire Mercier, Jocelyn Chanussot |
| 2008 | IGARSS | Pansharpening Quality Assessment using Modulation Transfer Function Filters. | Muhammad Murtaza Khan, Luciano Alparone, Jocelyn Chanussot |
| 2008 | IGARSS | QNR Optimization based Pansharpening. | Muhammad Murtaza Khan, Luciano Alparone, Jocelyn Chanussot |
| 2007 | IGARSS | HYPER-I-NET: European research network on hyperspectral imaging. | Antonio J. Plaza, Andreas Mller, Rudolph Richter, Torbjrn Skauli, Zbynek Malenovsk, Jos M. Bioucas-Dias, Stefan Hofer, Jocelyn Chanussot, Christian Jutten, Vronique Carrre, Ivar Baarstad, Peter Kaspersen, Jens Nieke, Klaus I. Itten, Timo Hyvarinen, Paolo Gamba, Fabio Dell'Acqua, Jn Atli Benediktsson, Michael E. Schaepman, Jan G. P. W. Clevers, Bogdan Zagajewski |
| 2007 | IGARSS | Improved resolution for the detection of snow with MODIS using wavelet fusion. | Pascal Sirguey, Renaud Mathieu, Yves Arnaud, Muhammad Murtaza Khan, Jocelyn Chanussot |
| 2007 | IGARSS | A joint spatial and spectral SVM's classification of panchromatic images. | Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson |
| 2007 | IGARSS | Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles. | Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson, Johannes R. Sveinsson |
| 2007 | IGARSS | European perspectives in hyperspectral data analysis. | Paolo Gamba, Antonio J. Plaza, Jn Atli Benediktsson, Jocelyn Chanussot |
| 2007 | IGARSS | Abrupt change detection on multitemporal remote sensing images: a statistical overview of methodologies applied on real cases. | Tarek Habib, Jocelyn Chanussot, Jordi Inglada, Grgoire Mercier |
| 2007 | IGARSS | Pan-sharpening using induction. | Muhammad Murtaza Khan, Jocelyn Chanussot, Annick Montanvert, Laurent Condat |
| 2006 | ICASSP | Evaluation of Kernels for Multiclass Classification of Hyperspectral Remote Sensing Data. | Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson |
| 2006 | IGARSS | Fusion of Morphological and Spectral Information for Classification of Hyperspectal Urban Remote Sensing Data. | Jon Aevar Palmason, Jn Atli Benediktsson, Johannes R. Sveinsson, Jocelyn Chanussot |
| 2006 | IGARSS | Advanced Processing of Hyperspectral Images. | Antonio J. Plaza, Jn Atli Benediktsson, Joseph W. Boardman, Jason Brazile, Lorenzo Bruzzone, Gustavo Camps-Valls, Jocelyn Chanussot, Mathieu Fauvel, Paolo Gamba, J. Anthony Gualtieri, James C. Tilton, Giovanna Trianni |
| 2006 | IGARSS | A Combined Support Vector Machines Classification Based on Decision Fusion. | Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson |
| 2005 | IGARSS | Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis. | Jon Aevar Palmason, Jn Atli Benediktsson, Johannes R. Sveinsson, Jocelyn Chanussot |
| 2005 | IGARSS | Street tracking based on SAR data from urban areas. | Sigurjon O. Sigurjonsson, Jn Atli Benediktsson, Johannes R. Sveinsson, Gianni Lisini, Jocelyn Chanussot |
| 2005 | IGARSS | Combining optical and SAR data to monitor temperate glaciers. | Emmanuel Trouv, Gabriel Vasile, Michel Gay, Pierre Grussenmeyer, Jean-Marie Nicolas, Tania Landes, Mathieu Koehl, Jocelyn Chanussot, Andreea Julea |
| 2005 | IGARSS | Airborne remote sensing of vineyards for the detection of dead vine trees. | Jocelyn Chanussot, Patrick Bas, Lionel Bombrun |
| 2005 | IGARSS | Fusion of methods for the classification of remote sensing images from urban areas. | Mathieu Fauvel, Jocelyn Chanussot, Jn Atli Benediktsson |
| 2004 | ICASSP | On the use of higher order statistics in SAS imagery [synthetic aperture sonar]. | Frdric Maussang, Jocelyn Chanussot, Alain Htet |
| 2004 | ICIP | Order filter with progressively decimated filtering window: application to colour image enhancement. | Jocelyn Chanussot |
| 2004 | IGARSS | Decision level fusion in classification of hyperspectral data from urban areas. | Jn Atli Benediktsson, Jon Aevar Palmason, Johannes R. Sveinsson, Jocelyn Chanussot |
| 2004 | IGARSS | Classification of remote sensing images from urban areas using a fuzzy model. | Jocelyn Chanussot, Jn Atli Benediktsson, Mathilde Vincent |
| 2003 | ICASSP | Simultaneous group and phase correction for the estimation of dispersive propagating waves in the time-frequency plane. | Antoine Roueff, Jrme I. Mars, Jocelyn Chanussot, Helle Pederson |
| 2003 | IGARSS | On the use of morphological alternated sequential filters for the classification of remote sensing images from urban areas. | Jocelyn Chanussot, Jn Atli Benediktsson, Martino Pesaresi |
| 2003 | IGARSS | Lossless compact histogram representation for multi-component images: application to histogram equalization. | Jocelyn Chanussot, Alain Clment, Bertrand Vigouroux, J. Chabod |
| 1999 | ICIP | Comparison of Prefiltering Operators for Road Network Extraction in Sar Images. | Philippe Bolon, Jocelyn Chanussot, Imad Issa, Patrick Lambert |
| 1999 | ICIP | Real Time Vector Median Like Filter FPGA Design and Application to Color Image Filtering. | Jocelyn Chanussot, Michel Paindavoine, Patrick Lambert |