ダラマウロムーラ (Mauro Dalla Mura) - マイポータル

基本情報

所属: 東京工業大学

研究者番号: 20868450
ORCID ID: https://orcid.org/0000-0002-9656-9087
J-GLOBAL ID: 202001005083833414
Researcher ID: AAA-1938-2020
researchmap会員ID: B000381843

研究キーワード

Image and signal processing, remote sensing, computational imaging, inverse problems

研究分野

情報通信 / 計算科学 / Image and signal processing, remote sensing

経歴

2019年6月 - 現在

Tokyo Institue of Technology, School of Computing, World Research Hub Initiative (Specially Appointed Associate Professor)
2012年9月 - 現在

Grenoble Institute of Technology, GIPSA-lab (Associate Professor)

論文

An Introduction to Deep Morphological Networks

Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, Jefersson A. Dos Santos

IEEE Access 9 114308-114324 2021年
Sentinel-2 Sharpening Using a Single Unsupervised Convolutional Neural Network with MTF-Based Degradation Model

Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14 6882-6896 2021年
Hyperspectral and Lidar: Complementary Tools to Identify Benthic Features and Assess the Ecological Status of Sabellaria alveolata Reefs

Touria Bajjouk, Cecile Jauzein, Lucas Drumetz, Mauro Dalla Mura, Audrey Duval, Stanislas F. Dubois

Frontiers in Marine Science 7 2020年10月8日
Fusion of LiDAR and hyperspectral data for semantic segmentation of forest tree species

E. Tusa, J. M. Monnet, J. B. Barré, M. Dalla Mura, J. Chanussot

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives 43(B3) 487-494 2020年8月6日
Learning Endmember Dynamics in Multitemporal Hyperspectral Data Using A State-Space Model Formulation

Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Ronan Fablet

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2020- 2483-2487 2020年5月1日
Applications in remote sensing—natural landscapes

Touria Bajjouk, Florian de Boissieu, Jocelyn Chanussot, Sylvain Dout, Marie Dumont, Jean Baptiste Féret, Théo Masson, Audrey Minghelli, Pascal Mouquet, Frédéric Schmidt …

Data Handling in Science and Technology 32 371-410 2020年
Applications in remote sensing—anthropogenic activities

Josselin Aval, Xavier Briottet, Sophie Fabre, Pierre Yves Foucher, Véronique Carrère, Rodolphe Marion, Kuniaki Uto, Christiane Weber, Mauro Dalla Mura

Data Handling in Science and Technology 32 411-452 2020年
Automatic multichannel volcano-seismic classification using machine learning and EMD

Pablo Eduardo Espinoza Lara, Carlos Alexandre Rolim Fernandes, Adolfo Inza, Jerome I. Mars, Jean Philippe Metaxian, Mauro Dalla Mura, Marielle Malfante

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13 1322-1331 2020年
A New Benchmark Based on Recent Advances in Multispectral Pansharpening: Revisiting pansharpening with classical and emerging pansharpening methods

Gemine Vivone, Mauro Dalla Mura, Andrea Garzelli, Rocco Restaino, Giuseppe Scarpa, Magnus Orn Ulfarsson, Luciano Alparone, Jocelyn Chanussot

IEEE Geoscience and Remote Sensing Magazine 2020年
Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection

Saloua Chlaily, Mauro Dalla Mura, Jocelyn Chanussot, Christian Jutten, Paolo Gamba, Andrea Marinoni

IEEE Transactions on Geoscience and Remote Sensing 2020年
Individual Tree Segmentation Based on Mean Shift and Crown Shape Model for Temperate Forest

Eduardo Tusa, Jean-Matthieu Monnet, Jean-Baptiste Barre, Mauro Dalla Mura, Michele Dalponte, Jocelyn Chanussot

IEEE Geoscience and Remote Sensing Letters 2020年
Superresolution Land Cover Mapping Based on Pixel-, Subpixel-, and Superpixel-Scale Spatial Dependence with Pansharpening Technique

Peng Wang, Lei Zhang, Gong Zhang, Hui Bi, Mauro Dalla Mura, Jocelyn Chanussot

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12(10) 4082-4098 2019年10月
Dynamic multicontext segmentation of remote sensing images based on convolutional networks

Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson Alex Dos Santos

IEEE Transactions on Geoscience and Remote Sensing 57(10) 7503-7520 2019年10月
Spatial Characterization of Marine Vegetation Using Semisupervised Hyperspectral Unmixing

Touria Bajjouk, Ichrak Zarati, Lucas Drumetz, Mauro Dalla Mura

Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing 2019-September 2019年9月
Isotropic Total Variation Minimization for Sub-Pixel Mapping

Bouthayna Msellmi, Daniele Picone, Mauro Dalla Mura, Zouhaier Ben Rabah, Imed Riadh Farah

International Geoscience and Remote Sensing Symposium (IGARSS) 3325-3328 2019年7月
Estimation of Diffuse Component of Global Radiation Based on Leaf-Scale Crop Images

Kuniaki Uto, Mauro Dalla Mura, Jocelyn Chanussot, Koichi Shinoda

International Geoscience and Remote Sensing Symposium (IGARSS) 6263-6266 2019年7月
Hyperspectral Image Classification Using Tensor CP Decomposition

Mohamad Jouni, Mauro Dalla Mura, Pierre Comon

International Geoscience and Remote Sensing Symposium (IGARSS) 1164-1167 2019年7月
Snow Cover Estimation from Image Time Series Based on Spectral Unmixing

Theo Masson, Mauro Dalla Mura, Marie Dumont, Jocelyn Chanussot

IEEE Geoscience and Remote Sensing Letters 16(3) 337-341 2019年3月
Gas characterisation based on a snapshot interferometric imaging spectrometer

Aneline Dolet, Daniele Picone, Mauro Dalla Mura, Didier Voisin, Silvère Gousset, Sylvain Douté, Etienne Le Coarer

Proceedings of SPIE - The International Society for Optical Engineering 11155 2019年
Soft-Then-Hard Super-Resolution Mapping Based on Pansharpening Technique for Remote Sensing Image

Peng Wang, Mauro Dalla Mura, Jocelyn Chanussot, Gong Zhang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12(1) 334-344 2019年1月

もっとみる

MISC

135

Fusion of hyperspectral imaging and LiDAR for forest monitoring

Eduardo Tusa, Anthony Laybros, Jean Matthieu Monnet, Mauro Dalla Mura, Jean Baptiste Barré, Grégoire Vincent, Michele Dalponte, Jean Baptiste Féret, Jocelyn Chanussot

Data Handling in Science and Technology 32 281-303 2020年
Braids of partitions for the hierarchical representation and segmentation of multimodal images

Guillaume Tochon, Mauro Dalla Mura, Miguel Angel Veganzones, Thierry Géraud, Jocelyn Chanussot

Pattern Recognition 95 162-172 2019年11月
Sentinel-2 sharpening using a reduced-rank method

Magnus O. Ulfarsson, Frosti Palsson, Mauro Dalla Mura, Johannes R. Sveinsson

IEEE Transactions on Geoscience and Remote Sensing 57(9) 6408-6420 2019年9月
Foreword to the Special Issue on Recent Advances in Processing of High-Spatial-Resolution Remote Sensing Data

X. Huang, X. X. Zhu, F. Dell'acqua, M. Fauvel, M. Dalla Mura, F. Lombardini

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12(8) 2588-2593 2019年8月
GPU Framework for Change Detection in Multitemporal Hyperspectral Images

Javier López-Fandiño, Dora B. Heras, Francisco Argüello, Mauro Dalla Mura

International Journal of Parallel Programming 47(2) 272-292 2019年4月
Pansharpening Based on Deconvolution for Multiband Filter Estimation

Gemine Vivone, Paolo Addesso, Rocco Restaino, Mauro Dalla Mura, Jocelyn Chanussot

IEEE Transactions on Geoscience and Remote Sensing 57(1) 540-553 2019年1月
Constructing a braid of partitions from hierarchies of partitions

Guillaume Tochon, Mauro Dalla Mura, Jocelyn Chanussot

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 11564 LNCS 111-123 2019年
Classification of hyperspectral images as tensors using nonnegative CP decomposition

Mohamad Jouni, Mauro Dalla Mura, Pierre Comon

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 11564 LNCS 189-201 2019年
Contact based hierarchical segmentation for granular materials

Olumide Okubadejo, Edward Andò, Laurent Bonnaud, Gioacchino Viggiani, Mauro Dalla Mura

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 11564 LNCS 428-440 2019年
Use of deep features for the automatic classification of fish sounds

Marielle Malfante, Omar Mohammed, Cédric Gervaise, Mauro Dalla Mura, Jérôme I. Mars

2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018 2018年12月4日
Automatic Classification of Volcano Seismic Signatures

Marielle Malfante, Mauro Dalla Mura, Jerome I. Mars, Jean Philippe Métaxian, Orlando Macedo, Adolfo Inza

Journal of Geophysical Research: Solid Earth 123(12) 10,645-10,658 2018年12月
A low-rank method for sentinel-2 sharpening using cyclic descent

M. O. Ulfarsson, M. Dalla Mura

International Geoscience and Remote Sensing Symposium (IGARSS) 2018-July 8857-8860 2018年10月31日
Image fusion and reconstruction of compressed data: A joint approach

Daniele Picone, Laurent Condat, Florian Cotte, Mauro Dalla Mura

Proceedings - International Conference on Image Processing, ICIP 878-882 2018年8月29日
Automatic fish sounds classification

Marielle Malfante, Jérôme I. Mars, Mauro Dalla Mura, Cédric Gervaise

Journal of the Acoustical Society of America 143(5) 2834-2846 2018年5月1日
Low-Rank Decomposition and Total Variation Regularization of Hyperspectral Video Sequences

Yang Xu, Zebin Wu, Jocelyn Chanussot, Mauro Dalla Mura, Andrea L. Bertozzi, Zhihui Wei

IEEE Transactions on Geoscience and Remote Sensing 56(3) 1680-1694 2018年3月
Machine Learning for Volcano-Seismic Signals: Challenges and Perspectives

Marielle Malfante, Mauro Dalla Mura, Jean Philippe Metaxian, Jerome I. Mars, Orlando Macedo, Adolfo Inza

IEEE Signal Processing Magazine 35(2) 20-30 2018年3月
Hyperspectral image inpainting based on collaborative total variation

P. Addesso, M. Dalla Mura, L. Condat, R. Restaino, G. Vivone, D. Picone, J. Chanussot

Proceedings - International Conference on Image Processing, ICIP 2017-September 4282-4286 2018年2月20日
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

Proceedings - International Conference on Image Processing, ICIP 2017-September 535-539 2018年2月20日
Pansharpening of images acquired with color filter arrays

Daniele Picone, Mauro Dalla Mura, Laurent Condat

Proceedings of SPIE - The International Society for Optical Engineering 10677 2018年
Multimorphological Superpixel Model for Hyperspectral Image Classification

Tianzhu Liu, Yanfeng Gu, Jocelyn Chanussot, Mauro Dalla Mura

IEEE Transactions on Geoscience and Remote Sensing 55(12) 6950-6963 2017年12月

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