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PROCEEDINGS VOLUME 11155 • new

Image and Signal Processing for Remote Sensing XXV
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Volume Details

Volume Number: 11155
Date Published: 3 December 2019

Table of Contents
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Front Matter: Volume 11155
Author(s): Proceedings of SPIE
Gas characterisation based on a snapshot interferometric imaging spectrometer
Author(s): Aneline Dolet; Daniele Picone; Mauro Dalla Mura; Didier Voisin; Silvère Gousset; Sylvain Douté; Etienne Le Coarer
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Improving band to band registration accuracy of SEVIRI level 1.5 products
Author(s): J. Nain; J. Mueller
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Development of calibration methods using specular reflection over the ocean for the Multiviewing, Multichannel, Multipolarization Imager (3MI) of the EUMETSAT Polar System – Second Generation (EPS-SG)
Author(s): Mohamed S. Djellali; Jérôme Riedi; Sébastien Marcq; Bertrand Fougnie; Souichiro Hioki; Jean-Marc Nicolas
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Evaluation of the geometric and radiometric accuracy across the European Space Agency (ESA) Landsat historical archive
Author(s): Sébastien Saunier; Andrea Melchiorre; Samantha Lavender; Amy Beaton; Stefano Mica; Daniele Di Erasmo; Roberto Biasutti; Giuseppe Ottavianelli; Valentina Boccia
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A flexible and heterogeneous framework for scientific image data processing on-board the Solar Orbiter PHI instrument
Author(s): Tobias Lange; Björn Fiethe; Yejun Guan; Harald Michalik; Kinga Albert; Johann Hirzberger; David Orozco Suárez; Manuel Rodríguez-Valido
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Fast multispectral pansharpening based on a hyper-ellipsoidal color space
Author(s): Bruno Aiazzi; Luciano Alparone; Alberto Arienzo; Andrea Garzelli; Simone Lolli
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Super-resolution restoration of spaceborne HD videos using the UCL MAGiGAN system
Author(s): Y. Tao; J-P. Muller
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Stacked lossless deconvolutional network for remote sensing image super-resolution
Author(s): Changyeop Shin; Minbeom Kim; Sungho Kim; Youngjung Kim
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Finer scale mapping with super resolved GF-4 satellite images
Author(s): Xue Yang; Feng Li; Lei Xin; Nan Zhang; XiaoTian Lu; Huachao Xiao
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Super-resolution imaging design for CX6-02 micro-satellite
Author(s): Zheng Tan; Qunbo Lyu; Jianying Sun; Jianwei Wang; Na Zhao
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Optimization of unsupervised affinity propagation clustering method
Author(s): Jihan Alameddine; Kacem Chehdi; Claude Cariou
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Road and railway detection in SAR images using deep learning
Author(s): Nigar Şen; Orhun Olgun; Öner Ayhan
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Remote sensing and machine learning for tree detection and classification in forestry applications
Author(s): Vasilii Mosin; Roberto Aguilar; Alexander Platonov; Albert Vasiliev; Alexander Kedrov; Anton Ivanov
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On-line learning tracking-by-segmentation of spacecraft observed by satellite-based imaging system
Author(s): Pengyu Guo; Lu Gao; Junfeng Zhang; Yong Liu; Xiaozhou Zhu
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A pixel-by-pixel NMF-based method for hyperspectral unmixing using a new linear mixing model to address additively-tuned spectral variabilty
Author(s): Salah Eddine Brezini; Moussa Sofiane Karoui; Fatima Zohra Benhalouche; Yannick Deville; Abdelaziz Ouamri
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GWENN-SS: a simple semi-supervised nearest-neighbor density-based classification method with application to hyperspectral images
Author(s): Claude Cariou; Kacem Chehdi; Steven Le Moan
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Ship detection and classification with terrestrial hyperspectral data based on convolutional neural networks
Author(s): Fabian Schenkel; Benjamin Wohnhas; Wolfgang Gross; Simon Schreiner; Ilia Bagov; Wolfgang Middelmann
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Hyperspectral target detection using cluster-based probability models implemented in a generalized likelihood ratio test
Author(s): Itan Levin; Tomer Hershkovitz; Stanley Rotman
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Performance evaluation of convolutional neural network at hyperspectral and multispectral resolution for classification
Author(s): Subir Paul; Vinayaraj Poliyapram; D. Nagesh Kumar; Ryosuke Nakamura
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Building segmentation of remote sensing images using deep neural networks and domain transform CRF
Author(s): Jingxi Sun; Weihong Li; Yan Zhang; Weiguo Gong
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Deep learning-based extraction of building contours for large-scale 3D urban reconstruction
Author(s): S. Tripodi; L. Duan; F. Trastour; V. Poujad; L. Laurore; Y. Tarabalka
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Object detection in satellite images based on human cooperative semi-self-training
Author(s): Kazuki Uehara; Hirokazu Nosato; Masahiro Murakawa; Hidenori Sakanashi
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Dense-HSGP: dense hierarchical spatial Gaussian-based pooling for very high-resolution building extraction
Author(s): Yan Zhang; Weiguo Gong; Jingxi Sun; Weihong Li
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ClusterNet: unsupervised generic feature learning for fast interactive satellite image segmentation
Author(s): Nicolas Girard; Andrii Zhygallo; Yuliya Tarabalka
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Approximating JPEG 2000 wavelet representation through deep neural networks for remote sensing image scene classification
Author(s): Akshara Preethy Byju; Gencer Sumbul; Begüm Demir; Lorenzo Bruzzone
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Recurrent feedback CNN for water region estimation from multitemporal satellite images
Author(s): Vinayaraj Poliyapram; Nevrez Imamoglu; Ryosuke Nakamura
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Spectral perturbation method for deep learning-based classification of remote sensing hyperspectral images
Author(s): Hadis Madani; Kenneth McIsaac
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Deep learning for dense labeling of hydrographic regions in very high resolution imagery
Author(s): Vladimir V. Kniaz
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Detecting ineligible features in agricultural fields on multitemporal high resolution satellite images using a two-stage DNN architecture
Author(s): Geert W. Koster; Cornelis Valk
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Identification of non-photosynthetic vegetation areas in Sentinel-2 satellite image time series
Author(s): Yady Tatiana Solano-Correa; Daniel Carcereri; Francesca Bovolo; Lorenzo Bruzzone
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Monitoring of changes in vegetation status through integration of time series of hyper-sharpened Sentinel-2 red-edge bands and information-theoretic textural features of Sentinel-1 SAR backscatter
Author(s): B. Aiazzi; L. Alparone; A. Arienzo; A. Garzelli; C. Zoppetti
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Unsupervised change-detection based on convolutional-autoencoder feature extraction
Author(s): Luca Bergamasco; Sudipan Saha; Francesca Bovolo; Lorenzo Bruzzone
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A comparative study of coherence estimators for interferometric SAR image co-registration and coherent change detection
Author(s): Horst Hammer; Antje Thiele; Fabian Lorenz; Erich Cadario; Silvia Kuny; Karsten Schulz
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Lossy DCT-based compression of remote sensing images with providing a desired visual quality
Author(s): Sergey S. Krivenko; Sergey K. Abramov; Vladimir V. Lukin; Benoit Vozel; Kacem Chehdi
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Integration of hydro-climatological model and remote sensing for glacier mass balance estimation
Author(s): Iwona Podsiadlo; Claudia Paris; Francesca Bovolo; Mattia Callegari; Ludovica De Gregorio; Daniel Günther; Carlo Marin; Thomas Marke; Milad Niroumand-Jadidi; Claudia Notarnicola; Ulrich Strasser; Marc Zebisch; Lorenzo Bruzzone
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Blind noise parameters estimation for multichannel images using deep convolutional neural networks
Author(s): M. Uss; B. Vozel; V. Lukin; K. Chehdi
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Pixel level smoke detection model with deep neural network
Author(s): Muthukumaran Ramasubramanian; Aaron Kaulfus; Manil Maskey; Rahul Ramachandran; Iksha Gurung; Brian Freitag; Sundar Christopher
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Fusion of diverse performance inertial sensors for improved attitude estimation within a stabilisation platform for electro-optic systems
Author(s): Kyle Brown; Dave Anderson; Chris Watts; Barry Connor
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Efficient time-domain back-projection focusing core for the image formation of very high resolution and highly squinted SAR Spotlight data on scenes with strong topography variation
Author(s): Francesco Tataranni; Giuseppe Disimino; Antonella Gallipoli; Paolo Inversi
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SAR image simulation for performance assessment
Author(s): Chris J. Willis; Alan Pilgrim; Emma K. C. Li
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Interpolation of AMSR2 data for improvement of ice charting (Conference Presentation)
Author(s): Allan A. Nielsen; David Malmgren-Hansen; Leif T. Pedersen; Roberto Saldo; Henning Skriver; John Lavelle; Joergen Buus-Hinkler; Matilde B. Kreiner
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An automatic approach to map refreezing ice in radar sounder data
Author(s): Elena Donini; Sanchari Thakur; Francesca Bovolo; Lorenzo Bruzzone
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ISAR autofocus based on sparsity-driven estimation of translational and rotational motion components
Author(s): Ahmad Hamad; Joachim Ender
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Analysis and suppression of bias effect in sparse SAR imaging
Author(s): Zhongqiu Xu; Zhonghao Wei; Mingqian Liu; Bingchen Zhang; Yirong Wu
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Infrared small target detection based on reweighted infrared patch-image model and total variation regularization
Author(s): Yang Sun; Jungang Yang; Wei An
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Sparse representation with constraints for target detection in hyperspectral imagery
Author(s): Qiang Ling; Weidong Sheng; Zaiping Lin; Miao Li; Wei An
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Urban scene segmentation using semi-supervised GAN
Author(s): Hamideh Kerdegari; Manzoor Razaak; Vasileios Argyriou; Paolo Remagnino
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Super resolution of DS-2 satellite imagery using deep convolutional neural network
Author(s): Nour Aburaed; Alavi Panthakkan; Saeed Almansoori III; Hussain Al-Ahmad
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3D radar sounder simulations of geological targets on Ganymede Jovian Moon
Author(s): Elisa Sbalchiero; Sanchari Thakur; Lorenzo Bruzzone
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DEM generation using point cloud from ICESat and high-resolution satellite stereo images for Indian region
Author(s): Athul Kaitheri; Anandakumar M. Ramiya
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A public dataset for ship classification in remote sensing images
Author(s): Yanghua Di; Zhiguo Jiang; Haopeng Zhang; Gang Meng
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Land cover classification and change detection analysis of multispectral satellite images using machine learning
Author(s): Nyein Soe Thwal; Takaaki Ishikawa; Hiroshi Watanabe
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Training lightweight network from scratch for efficient object detection in aerial images
Author(s): Ang Su; Pengyu Guo; Banglei Guan
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UAV-based hyperspectral imaging detection for explosives and contaminants
Author(s): Yangyang Liu; Qunbo Lv; Jianwei Wang; Linlin Pei; Weiyan Li
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Detection of forest disaster using satellite images with semantic segmentation
Author(s): Seong Wook Park; Yang Won Lee
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Modeling and simulation of imaging procession on dispersive imaging spectrometer
Author(s): Juanjuan Jing; Yacan Li; Lidong Wei; Lei Yang; Jinsong Zhou
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Multisensor image fusion based on generative adversarial networks
Author(s): M. A. Lebedev; D. V. Komarov; O. V. Vygolov; Yu. V. Vizilter
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Corner reflector based X-band DInSAR experiment over Jharia Coal Field, India
Author(s): Tapas Kumar Dey; Kousik Biswas; Debashish Chakravarty; Arundhati Misra
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3D stereo reconstruction: high resolution satellite video
Author(s): M. Chernetskiy; Y. Tao; J-P. Muller
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Recognition of low-resolution objects in remote sensing images
Author(s): Vladimir Knyaz
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Hyperspectral band quality analysis based on dictionary representation
Author(s): Zhiqi Shen; Ning Zhang; Xiaoyan Luo; Xinzhong Zhu; Quanyuan Zhang
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Extraction of built-up areas from remote sensing imagery using one-class classification
Author(s): Khelifa Djerriri; Zakaria Benyelles; Dalila Attaf; Rabia Sarah Cheriguene
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Retrieval of precipitation based on microwave sensor of satellite using deep learning and blending grid-based multi-satellite precipitation using EBMA
Author(s): Kwangjin Kim; Yang-Won Lee
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Wind turbine segmentation performing kNN-clustering on superpixel segmentations
Author(s): Torben Möller; Daniel Langenkämper; Tim Nattkemper
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A comparison of techniques to model and measure spatial resolution in hyperspectral imaging sensors
Author(s): A. D. Cropper; David C. Mann
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Sea level prediction based on the long time series satellite observations
Author(s): Zengzhou Hao; Meihuan Deng; Qiankun Zhu; Bangyi Tao; Jianyu Chen; Delu Pan
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A method for reducing scanning error rate of LIDAR using a galvanometer
Author(s): Gyudong Choi; Munhyun Han; Hongseok Seo; Bongki Mheen
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Crop classification based on lightened convolutional neural networks in multispectral images
Author(s): Jiawei Shi; Haopeng Zhang; Zhiguo Jiang; Gang Meng
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Chimney and condensing tower detection based on FPN in high resolution remote sensing images
Author(s): Qin Deng; Haopeng Zhang
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An onboard-camera pose estimation method based on 3D digital surface model
Author(s): Xing Chang; Feng Li; Guiqin Yang; Yuhong Liu; Lei Xin; Xue Yang; Nan Zhang; Xiaoyong Wang
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Clouds segmentation on panchromatic high spatial resolution remote sensing images using convolutional neural networks
Author(s): V. Eremeev; A. Kuznetcov; A. Kochergin; A. Makarenkov
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