Publications

WARNING: All material on this website, including papers, text, figures, and graphics is covered by Copyright © unless otherwise stated. You may browse them at your convenience (in the same spirit as you may read a journal or a proceeding article in a public library). Retrieving, copying, or distributing these files, however, may violate the copyright protection law. We recommend that the user abides international law in accessing this directory.

2019 (1 Publications, Talks and Patents)

Journal Articles

Davari, AmirAbbas; Oezkan, Hasan Can; Maier, Andreas; Riess, Christian

Fast and Efficient Limited Data Hyperspectral Remote Sensing Image Classification via GMM-Based Synthetic Samples

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (JSTARS), vol. 12, no. 7, pp. 2107-2120, 2019 (BiBTeX, Who cited this?)

2018 (6 Publications, Talks and Patents)

Journal Articles

Davari, AmirAbbas; Aptoula, Erchan; Yanikoglu, Berrin; Maier, Andreas; Riess, Christian

GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data

IEEE Geoscience and Remote Sensing Letters, vol. 15, no. 6, pp. 942-946, 2018 (BiBTeX, Who cited this?)

Articles in Conference Proceedings

Vesal, Sulaiman; Ravikumar, Nishant; Davari, AmirAbbas; Ellmann, Stephan; Maier, Andreas

Classification of breast cancer histology images using transfer learning

Image Analysis and Recognition (15th International Conference on Image Analysis and Recognition), Póvoa de Varzim, Portugal, 27-29.06.2018, pp. 812-819, 2018, ISBN 978-3-319-93000-8 (BiBTeX, Who cited this?)

Davari, AmirAbbas; Oezkan, Hasan Can; Maier, Andreas; Riess, Christian

Fast Sample Generation with Variational Bayesian for Limited Data Hyperspectral Image Classification

International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, 22-27.07, pp. tbd, 2018 (BiBTeX, Who cited this?)

Davari, AmirAbbas; Sakaltras, Nikolaos; Häberle, Armin; Vesal, Sulaiman; Christlein, Vincent; Maier, Andreas; Riess, Christian

Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings

International Conference on Image Processing (ICIP), Athens, Greece, 7-10.10, pp. tbd, 2018 (BiBTeX, Who cited this?)

Talks

Davari, AmirAbbas

Fast Sample Generation with Variational Bayesian for Limited Data Hyperspectral Image Classification (Talk)

at Feria Valencia, Convention and Exhibition Center (International Geoscience and Remote Sensing Symposium (IGARSS)) in Valencia, Spain (26.07)

Davari, AmirAbbas

Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings (Talk)

at Megaron Athens International Conference Centre (International Conference on Image Processing (ICIP)) in Athens, Greece (10.10)

2017 (6 Publications, Talks and Patents)

Articles in Conference Proceedings

Davari, AmirAbbas; Christlein, Vincent; Vesal, Sulaiman; Maier, Andreas; Riess, Christian

GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification

Computer Analysis of Images and Patterns (17th international Conference on Computer Analysis of Images and Patterns (CAIP)), Ystad, Sweden, 22-24.8.2017, vol. 2, pp. 296-306, 2017 (BiBTeX, Who cited this?)

Vesal, Sulaiman; Diaz-Pinto, Andres; Ravikumar, Nishant; Ellmann, Stephan; Davari, AmirAbbas; Maier, Andreas

Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation

2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC)), Atlanta, Georgia, USA, 21.10-28.10.2017, pp. tbd, 2017 (BiBTeX, Who cited this?)

Davari, AmirAbbas; Häberle, Armin; Christlein, Vincent; Maier, Andreas; Riess, Christian

Sketch Layer Separation in Multi-Spectral Historical Document Images

Extended Papers of the International Symposium on Digital Humanities (DH 2016) (Digital Humanities 2016 (DH 2016)), Linnaeus University, Växjö, Sweden, 7-8/2016, vol. 1, pp. 147-160, 2017 (BiBTeX, Who cited this?)

Talks

Davari, AmirAbbas

GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification

(17th international Conference on Computer Analysis of Images and Patterns (CAIP)) in Ystad, Sweden (24.08)

Technical Reports

Davari, AmirAbbas; Lindenberger, Tobias; Haeberle, Armin; Christlein, Vincent; Maier, Andreas; Riess, Christian

Image Registration for the Alignment of Digitized Historical Documents

Pattern Recognition Lab, Friedrich-Alexander University, 2017 (BiBTeX, Who cited this?)

Davari, AmirAbbas; Haeberle, Armin; Christlein, Vincent; Maier, Andreas; Riess, Christian

Sketch Layer Separation in Multi-Spectral Historical Document Images

Pattern Recognition Lab, Friedrich-Alexander University, 2017 (BiBTeX, Who cited this?)

2016 (2 Publications, Talks and Patents)

Talks

Davari, AmirAbbas

Sketch Layer Decomposition in Multi-Spectral Historical Document Images (Talk)

at Estonian Literary Museum (Visual Digital Humanities) in Tartu, Estonia (14.10)

Davari, AmirAbbas

Sketch Layer Separation in Multi-Spectral Historical Document Images (Talk)

at Linnaeus University (International Digital Humanities Symposium) in Växjö City Library, Växjö, Sweden (08.11)

2015 (2 Publications, Talks and Patents)

Articles in Conference Proceedings

Davari, AmirAbbas; Aptoula, Erchan; Yanikoglu, Berrin

On the effect of synthetic morphological feature vectors on hyperspectral image classification performance

Signal Processing and Communications Applications Conference (SIU), 2015 23th (23th Signal Processing and Communications Applications Conference (SIU)), Malatya, Turkey, 2015, pp. 653-656, 2015 (BiBTeX, Who cited this?)

Talks

Davari, AmirAbbas

On the effect of synthetic morphological feature vectors on hyperspectral image classification performance (Talk)

at InönüÜniversitesi (23th Signal Processing and Communications Applications Conference (SIU)) in Malatya, Turkey (18.05)

2014 (1 Publications, Talks and Patents)

Articles in Conference Proceedings

Davari, AmirAbbas; Aydin, Tarkan; Erdem, Tanju

Automatic fall detection for elderly by using features extracted from skeletal data

2013 International Conference on Electronics, Computer and Computation (ICECCO 2013) (10th International Conference on Electronics, Computer and Computation (ICECCO)), Ankara, Turkey, 2013, pp. 127-130, 2014 (BiBTeX, Who cited this?)

Contact

Address

AmirAbbas Davari M. Sc.

Researcher in the Computer Vision (CV) group at the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg



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Department of Computer Science 5 Our Team Davari, AmirAbbas Projects Publications Lectures Curriculum Vitae Research Publications Free Software Data Courses Curriculum Theses Press Releases Cooperations Open Positions LME Videos Ph.D. Gallery Contact Intranet Impressum Datenschutzerklärung Contact +49 9131 85 27882 +49 9131 85 27270 10.138 Address Universität Erlangen-Nürnberg Chair of Computer Science 5 (Pattern Recognition) Martensstr. 3 91058 Erlangen Germany Driving directions Powered by	Dept. of Computer Sc. » Pattern Recognition » Our Team » Davari, AmirAbbas » Publications AmirAbbas Davari M. Sc. Researcher in the Computer Vision (CV) group at the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg WARNING: All material on this website, including papers, text, figures, and graphics is covered by Copyright © unless otherwise stated. You may browse them at your convenience (in the same spirit as you may read a journal or a proceeding article in a public library). Retrieving, copying, or distributing these files, however, may violate the copyright protection law. We recommend that the user abides international law in accessing this directory. 2019 (1 Publications, Talks and Patents) Journal Articles Davari, AmirAbbas; Oezkan, Hasan Can; Maier, Andreas; Riess, Christian Fast and Efficient Limited Data Hyperspectral Remote Sensing Image Classification via GMM-Based Synthetic Samples IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (JSTARS), vol. 12, no. 7, pp. 2107-2120, 2019 (BiBTeX, Who cited this?) 2018 (6 Publications, Talks and Patents) Journal Articles Davari, AmirAbbas; Aptoula, Erchan; Yanikoglu, Berrin; Maier, Andreas; Riess, Christian GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data IEEE Geoscience and Remote Sensing Letters, vol. 15, no. 6, pp. 942-946, 2018 (BiBTeX, Who cited this?) Articles in Conference Proceedings Vesal, Sulaiman; Ravikumar, Nishant; Davari, AmirAbbas; Ellmann, Stephan; Maier, Andreas Classification of breast cancer histology images using transfer learning Image Analysis and Recognition (15th International Conference on Image Analysis and Recognition), Póvoa de Varzim, Portugal, 27-29.06.2018, pp. 812-819, 2018, ISBN 978-3-319-93000-8 (BiBTeX, Who cited this?) Davari, AmirAbbas; Oezkan, Hasan Can; Maier, Andreas; Riess, Christian Fast Sample Generation with Variational Bayesian for Limited Data Hyperspectral Image Classification International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, 22-27.07, pp. tbd, 2018 (BiBTeX, Who cited this?) Davari, AmirAbbas; Sakaltras, Nikolaos; Häberle, Armin; Vesal, Sulaiman; Christlein, Vincent; Maier, Andreas; Riess, Christian Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings International Conference on Image Processing (ICIP), Athens, Greece, 7-10.10, pp. tbd, 2018 (BiBTeX, Who cited this?) Talks Davari, AmirAbbas Fast Sample Generation with Variational Bayesian for Limited Data Hyperspectral Image Classification (Talk) at Feria Valencia, Convention and Exhibition Center (International Geoscience and Remote Sensing Symposium (IGARSS)) in Valencia, Spain (26.07) Davari, AmirAbbas Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings (Talk) at Megaron Athens International Conference Centre (International Conference on Image Processing (ICIP)) in Athens, Greece (10.10) 2017 (6 Publications, Talks and Patents) Articles in Conference Proceedings Davari, AmirAbbas; Christlein, Vincent; Vesal, Sulaiman; Maier, Andreas; Riess, Christian GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification Computer Analysis of Images and Patterns (17th international Conference on Computer Analysis of Images and Patterns (CAIP)), Ystad, Sweden, 22-24.8.2017, vol. 2, pp. 296-306, 2017 (BiBTeX, Who cited this?) Vesal, Sulaiman; Diaz-Pinto, Andres; Ravikumar, Nishant; Ellmann, Stephan; Davari, AmirAbbas; Maier, Andreas Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC)), Atlanta, Georgia, USA, 21.10-28.10.2017, pp. tbd, 2017 (BiBTeX, Who cited this?) Davari, AmirAbbas; Häberle, Armin; Christlein, Vincent; Maier, Andreas; Riess, Christian Sketch Layer Separation in Multi-Spectral Historical Document Images Extended Papers of the International Symposium on Digital Humanities (DH 2016) (Digital Humanities 2016 (DH 2016)), Linnaeus University, Växjö, Sweden, 7-8/2016, vol. 1, pp. 147-160, 2017 (BiBTeX, Who cited this?) Talks Davari, AmirAbbas GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification (17th international Conference on Computer Analysis of Images and Patterns (CAIP)) in Ystad, Sweden (24.08) Technical Reports Davari, AmirAbbas; Lindenberger, Tobias; Haeberle, Armin; Christlein, Vincent; Maier, Andreas; Riess, Christian Image Registration for the Alignment of Digitized Historical Documents Pattern Recognition Lab, Friedrich-Alexander University, 2017 (BiBTeX, Who cited this?) Davari, AmirAbbas; Haeberle, Armin; Christlein, Vincent; Maier, Andreas; Riess, Christian Sketch Layer Separation in Multi-Spectral Historical Document Images Pattern Recognition Lab, Friedrich-Alexander University, 2017 (BiBTeX, Who cited this?) 2016 (2 Publications, Talks and Patents) Talks Davari, AmirAbbas Sketch Layer Decomposition in Multi-Spectral Historical Document Images (Talk) at Estonian Literary Museum (Visual Digital Humanities) in Tartu, Estonia (14.10) Davari, AmirAbbas Sketch Layer Separation in Multi-Spectral Historical Document Images (Talk) at Linnaeus University (International Digital Humanities Symposium) in Växjö City Library, Växjö, Sweden (08.11) 2015 (2 Publications, Talks and Patents) Articles in Conference Proceedings Davari, AmirAbbas; Aptoula, Erchan; Yanikoglu, Berrin On the effect of synthetic morphological feature vectors on hyperspectral image classification performance Signal Processing and Communications Applications Conference (SIU), 2015 23th (23th Signal Processing and Communications Applications Conference (SIU)), Malatya, Turkey, 2015, pp. 653-656, 2015 (BiBTeX, Who cited this?) Talks Davari, AmirAbbas On the effect of synthetic morphological feature vectors on hyperspectral image classification performance (Talk) at InönüÜniversitesi (23th Signal Processing and Communications Applications Conference (SIU)) in Malatya, Turkey (18.05) 2014 (1 Publications, Talks and Patents) Articles in Conference Proceedings Davari, AmirAbbas; Aydin, Tarkan; Erdem, Tanju Automatic fall detection for elderly by using features extracted from skeletal data 2013 International Conference on Electronics, Computer and Computation (ICECCO 2013) (10th International Conference on Electronics, Computer and Computation (ICECCO)), Ankara, Turkey, 2013, pp. 127-130, 2014 (BiBTeX, Who cited this?)