Unsupervised Multi-manifold Classification of Hyperspectral Remote Sensing Images with Contractive Autoencoder (English)
- New search for: Hassanzadeh, Aidin
- New search for: Kaarna, Arto
- New search for: Kauranne, Tuomo
- New search for: Sharma, Puneet
- Further information on Sharma, Puneet:
- https://orcid.org/http://orcid.org/0000-0001-5937-5382
- New search for: Bianchi, Filippo Maria
- Further information on Bianchi, Filippo Maria:
- https://orcid.org/http://orcid.org/0000-0002-7145-3846
- New search for: Hassanzadeh, Aidin
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In:
Image Analysis
: 20th Scandinavian Conference, SCIA 2017, Tromsø, Norway, June 12–14, 2017, Proceedings, Part II
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Chapter: 15
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169-180
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2017
- Article/Chapter (Book) / Electronic Resource
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Title:Unsupervised Multi-manifold Classification of Hyperspectral Remote Sensing Images with Contractive Autoencoder
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Additional title:Lect.Notes Computer
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Contributors:Sharma, Puneet ( editor ) / Bianchi, Filippo Maria ( editor ) / Hassanzadeh, Aidin ( author ) / Kaarna, Arto ( author ) / Kauranne, Tuomo ( author )
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Conference:Scandinavian Conference on Image Analysis ; 2017 ; Tromsø, Norway
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Published in:Image Analysis : 20th Scandinavian Conference, SCIA 2017, Tromsø, Norway, June 12–14, 2017, Proceedings, Part II ; Chapter: 15 ; 169-180Lecture Notes in Computer Science ; 10270 ; 169-180
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Publisher:
- New search for: Springer International Publishing
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Place of publication:Cham
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Publication date:2017-05-19
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Size:12 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Simplification of Polygonal Chains by Enforcing Few Distinctive Edge DirectionsPohl, Melanie / Meidow, Jochen / Bulatov, Dimitri et al. | 2017
- 2
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Leaflet Free Edge Detection for the Automatic Analysis of Prosthetic Heart Valve Opening and Closing Motion Patterns from High Speed Video RecordingsAlizadeh, Maryam / Cote, Melissa / Branzan Albu, Alexandra et al. | 2017
- 3
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Max-Margin Learning of Deep Structured Models for Semantic SegmentationLarsson, Måns / Alvén, Jennifer / Kahl, Fredrik et al. | 2017
- 4
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Robust Abdominal Organ Segmentation Using Regional Convolutional Neural NetworksLarsson, Måns / Zhang, Yuhang / Kahl, Fredrik et al. | 2017
- 5
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Detecting Chest Compression Depth Using a Smartphone Camera and Motion SegmentationMeinich-Bache, Øyvind / Engan, Kjersti / Eftestøl, Trygve / Austvoll, Ivar et al. | 2017
- 6
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Feature Space Clustering for Trabecular Bone SegmentationKlintström, Benjamin / Klintström, Eva / Smedby, Örjan / Moreno, Rodrigo et al. | 2017
- 7
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Airway-Tree Segmentation in Subjects with Acute Respiratory Distress SyndromeLidayová, Kristína / Gómez Betancur, Duván Alberto / Frimmel, Hans / Hernández Hoyos, Marcela / Orkisz, Maciej / Smedby, Örjan et al. | 2017
- 8
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Context Aware Query Image Representation for Particular Object RetrievalLaskar, Zakaria / Kannala, Juho et al. | 2017
- 9
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Granulometry-Based Trabecular Bone SegmentationChowdhury, Manish / Klintström, Benjamin / Klintström, Eva / Smedby, Örjan / Moreno, Rodrigo et al. | 2017
- 10
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Automatic Segmentation of Abdominal Fat in MRI-Scans, Using Graph-Cuts and Image Derived EnergiesChristensen, Anders Nymark / Larsen, Christian Thode / Mandrup, Camilla Maria / Petersen, Martin Bæk / Larsen, Rasmus / Conradsen, Knut / Dahl, Vedrana Andersen et al. | 2017
- 11
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Two-Source Surface Reconstruction Using PolarisationAtkinson, Gary A. et al. | 2017
- 12
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Synthetic Aperture Radar (SAR) Monitoring of Avalanche Activity: An Automated Detection SchemeVickers, H. / Eckerstorfer, M. / Malnes, E. / Doulgeris, A. et al. | 2017
- 13
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Canonical Analysis of Sentinel-1 Radar and Sentinel-2 Optical DataNielsen, Allan A. / Larsen, Rasmus et al. | 2017
- 14
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A Noncentral and Non-Gaussian Probability Model for SAR DataCristea, Anca / Doulgeris, Anthony P. / Eltoft, Torbjørn et al. | 2017
- 15
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Unsupervised Multi-manifold Classification of Hyperspectral Remote Sensing Images with Contractive AutoencoderHassanzadeh, Aidin / Kaarna, Arto / Kauranne, Tuomo et al. | 2017
- 16
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A Clustering Approach to Heterogeneous Change DetectionLuppino, Luigi Tommaso / Anfinsen, Stian Normann / Moser, Gabriele / Jenssen, Robert / Bianchi, Filippo Maria / Serpico, Sebastiano / Mercier, Gregoire et al. | 2017
- 17
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Large-Scale Mapping of Small Roads in Lidar Images Using Deep Convolutional Neural NetworksSalberg, Arnt-Børre / Trier, Øivind Due / Kampffmeyer, Michael et al. | 2017
- 18
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Physics-Aware Gaussian Processes for Earth ObservationCamps-Valls, Gustau / Svendsen, Daniel H. / Martino, Luca / Muñoz-Marí, Jordi / Laparra, Valero / Campos-Taberner, Manuel / Luengo, David et al. | 2017
- 19
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Automatic Segmentation of Bone Tissue from Computed Tomography Using a Volumetric Local Binary Patterns Based MethodKaipala, Jukka / López, Miguel Bordallo / Saarakkala, Simo / Thevenot, Jérôme et al. | 2017
- 20
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Local Adaptive Wiener Filtering for Class Averaging in Single Particle ReconstructionAbdollahzadeh, Ali / Acar, Erman / Peltonen, Sari / Ruotsalainen, Ulla et al. | 2017
- 21
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Comparison of Concave Point Detection Methods for Overlapping Convex Objects SegmentationZafari, Sahar / Eerola, Tuomas / Sampo, Jouni / Kälviäinen, Heikki / Haario, Heikki et al. | 2017
- 22
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Decoding Gene Expression in 2D and 3DBombrun, Maxime / Ranefall, Petter / Lindblad, Joakim / Allalou, Amin / Partel, Gabriele / Solorzano, Leslie / Qian, Xiaoyan / Nilsson, Mats / Wählby, Carolina et al. | 2017
- 23
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Estimation of Heartbeat Peak Locations and Heartbeat Rate from Facial VideoHaque, Mohammad A. / Nasrollahi, Kamal / Moeslund, Thomas B. et al. | 2017
- 24
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Segmentation of Multiple Structures in Chest Radiographs Using Multi-task Fully Convolutional NetworksWang, Chunliang et al. | 2017
- 25
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A Novel Method for Automatic Localization of Joint Area on Knee Plain RadiographsTiulpin, Aleksei / Thevenot, Jerome / Rahtu, Esa / Saarakkala, Simo et al. | 2017
- 26
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Semi-automatic Method for Intervertebral Kinematics Measurement in the Cervical SpineNøhr, Anne Krogh / Pilgaard, Louise Pedersen / Hansen, Bolette Dybkjær / Nedergaard, Rasmus / Haavik, Heidi / Lindstroem, Rene / Plocharski, Maciej / Østergaard, Lasse Riis et al. | 2017
- 27
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Memory Effects in Subjective Quality Assessment of X-Ray ImagesLandre, Victor / Pedersen, Marius / Waaler, Dag et al. | 2017
- 28
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Classification of Fingerprints Captured Using Optical Coherence TomographySousedik, Ctirad / Breithaupt, Ralph / Bours, Patrick et al. | 2017
- 29
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Interpolation from Grid Lines: Linear, Transfinite and Weighted MethodLindberg, Anne-Sofie Wessel / Martini Jørgensen, Thomas / Andersen Dahl, Vedrana et al. | 2017
- 30
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Automated Pain Assessment in NeonatesZamzmi, Ghada / Pai, Chih-Yun / Goldgof, Dmitry / Kasturi, Rangachar / Sun, Yu / Ashmeade, Terri et al. | 2017
- 31
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Enhancement of Cilia Sub-structures by Multiple Instance Registration and Super-Resolution ReconstructionSuveer, Amit / Sladoje, Nataša / Lindblad, Joakim / Dragomir, Anca / Sintorn, Ida-Maria et al. | 2017
- 32
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Residual vs. Inception vs. Classical Networks for Low-Resolution Face RecognitionHerrmann, Christian / Willersinn, Dieter / Beyerer, Jürgen et al. | 2017
- 33
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Visual Language Identification from Facial LandmarksŠpetlík, Radim / Čech, Jan / Franc, Vojtěch / Matas, Jiří et al. | 2017
- 34
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HDR Imaging Pipeline for Spectral Filter Array CamerasThomas, Jean-Baptiste / Lapray, Pierre-Jean / Gouton, Pierre et al. | 2017
- 35
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Thistle DetectionOlsen, Søren I. / Nielsen, Jon / Rasmussen, Jesper et al. | 2017
- 36
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An Image-Based Method for Objectively Assessing Injection Moulded Plastic QualityHannemose, Morten / Nielsen, Jannik Boll / Zsíros, László / Aanæs, Henrik et al. | 2017
- 37
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Creating Ultra Dense Point Correspondence Over the Entire Human HeadPaulsen, Rasmus R. / Marstal, Kasper Korsholm / Laugesen, Søren / Harder, Stine et al. | 2017
- 38
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Collaborative Representation of Statistically Independent Filters’ Response: An Application to Face Recognition Under Illicit Drug Abuse AlterationsRamachandra, Raghavendra / Raja, Kiran / Venkatesh, Sushma / Busch, Christoph et al. | 2017
- 39
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Multispectral Constancy Based on Spectral Adaptation TransformKhan, Haris Ahmad / Thomas, Jean Baptiste / Hardeberg, Jon Yngve et al. | 2017
- 40
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State Estimation of the Performance of Gravity Tables Using Multispectral Image AnalysisHansen, Michael A. E. / Kannan, Ananda S. / Lund, Jacob / Thorn, Peter / Sasic, Srdjan / Carstensen, Jens M. et al. | 2017