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Image Analysis and Processing – ICIAP 2019

20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part I

  • Elisa Ricci
  • Samuel Rota Bulò
  • Cees Snoek
  • Oswald Lanz
  • Stefano Messelodi
  • Nicu Sebe
Conference proceedings ICIAP 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11751)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11751)

Table of contents

  1. Front Matter
    Pages i-xxvii
  2. Video Analysis and Understanding

    1. Front Matter
      Pages 1-1
    2. Marco Zamprogno, Marco Passon, Niki Martinel, Giuseppe Serra, Giuseppe Lancioni, Christian Micheloni et al.
      Pages 3-14
    3. Danilo Avola, Marco Bernardi, Marco Cascio, Luigi Cinque, Gian Luca Foresti, Cristiano Massaroni
      Pages 15-25
    4. Reda Belaiche, Rita Meziati Sabour, Cyrille Migniot, Yannick Benezeth, Dominique Ginhac, Keisuke Nakamura et al.
      Pages 26-35
    5. Liliana Lo Presti, Marco La Cascia
      Pages 36-47
    6. Muhammad Shahid, Cigdem Beyan, Vittorio Murino
      Pages 48-59
    7. Federico Becattini, Lorenzo Seidenari, Lorenzo Berlincioni, Leonardo Galteri, Alberto Del Bimbo
      Pages 60-70
    8. Vito Monteleone, Liliana Lo Presti, Marco La Cascia
      Pages 71-81
    9. Francesco Turchini, Matteo Bruni, Claudio Baecchi, Tiberio Uricchio, Alberto Del Bimbo
      Pages 94-105
    10. S. Messelodi, C. M. Modena, V. Ropele, S. Marcon, M. Sgrò
      Pages 106-116
    11. Niccoló Bisagno, Nicola Garau, Andrea Montagner, Nicola Conci
      Pages 117-127
    12. Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti
      Pages 128-138
  3. Pattern Recognition and Machine Learning

    1. Front Matter
      Pages 139-139
    2. Antonella Mensi, Manuele Bicego
      Pages 152-163
    3. F. Dornaika, Y. El Traboulsi, Y. Ruicheck
      Pages 175-184
    4. Lisa Mazzini, Annalisa Franco, Davide Maltoni
      Pages 185-195
    5. Antonio Parziale, Antonio Della Cioppa, Rosa Senatore, Angelo Marcelli
      Pages 196-206
    6. A. Apicella, F. Isgrò, R. Prevete, G. Tamburrini
      Pages 207-218
    7. Cristiano Saltori, Subhankar Roy, Nicu Sebe, Giovanni Iacca
      Pages 219-230
  4. Deep Learning

    1. Front Matter
      Pages 231-231
    2. Andrea D’Eusanio, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara
      Pages 233-244
    3. Livia Iordache, Vlad Paunescu, Wonjun Kang, Joonhyung Kwon, Andrei Leica, ByeongMoon Jeon
      Pages 245-256
    4. Claudio Piciarelli, Pankaj Mishra, Gian Luca Foresti
      Pages 257-267
    5. Ram Krishna Pandey, Souvik Karmakar, A. G. Ramakrishnan, N. Saha
      Pages 268-279
    6. Tomaso Fontanini, Eleonora Iotti, Andrea Prati
      Pages 280-291
    7. Paolo Russo, Tatiana Tommasi, Barbara Caputo
      Pages 292-301
    8. Giuseppe Amato, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
      Pages 302-312
    9. Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara
      Pages 313-323
    10. Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Gabriele Lagani
      Pages 324-334
    11. Pierluigi Carcagnì, Marco Leo, Andrea Cuna, Pier Luigi Mazzeo, Paolo Spagnolo, Giuseppe Celeste et al.
      Pages 335-344
    12. Tianyu Bi, Dmitri Jarnikov, Johan Lukkien
      Pages 356-366
    13. Rami Reddy Devaram, Dario Allegra, Giovanni Gallo, Filippo Stanco
      Pages 378-387
    14. Mirko Zaffaroni, Marco Grangetto, Alessandro Farasin
      Pages 388-398
    15. Isabella Mendolia, Salvatore Contino, Ugo Perricone, Roberto Pirrone, Edoardo Ardizzone
      Pages 399-409
    16. Sumedh Pendurkar, Biplab Banerjee, Sudipan Saha, Francesca Bovolo
      Pages 410-420
    17. Fabio Anselmi, Nicoletta Noceti, Lorenzo Rosasco, Robert Ward
      Pages 421-431
    18. Fabio Carrara, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
      Pages 432-442
    19. Antonio De Falco, Fabio Narducci, Alfredo Petrosino
      Pages 443-453
    20. Davide Boscaini, Fabio Poiesi
      Pages 454-465
    21. Sara Atito Ali Ahmed, Berrin Yanikoglu
      Pages 466-476
    22. Andrea Felicetti, Massimo Martini, Marina Paolanti, Roberto Pierdicca, Emanuele Frontoni, Primo Zingaretti
      Pages 477-487
    23. Víctor Ponce-López, Tilo Burghardt, Yue Sun, Sion Hannuna, Dima Damen, Majid Mirmehdi
      Pages 488-498
    24. Mohbat, Tooba Mukhtar, Numan Khurshid, Murtaza Taj
      Pages 499-508
    25. Muhammad Usman Akbar, Shahab Aslani, Vitorio Murino, Diego Sona
      Pages 509-516

Other volumes

  1. Image Analysis and Processing – ICIAP 2019
    20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part I
  2. 20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part II
  3. ICIAP International Workshops, BioFor, PatReCH, e-BADLE, DeepRetail, and Industrial Session, Trento, Italy, September 9–10, 2019, Revised Selected Papers

About these proceedings

Introduction

The two-volume set LNCS 11751 and 11752 constitutes the refereed proceedings of the 20th International Conference on Image Analysis and Processing, ICIAP 2019, held in Trento, Italy, in September 2019.

The 117 papers presented were carefully reviewed and selected from 207 submissions. The papers cover both classic and the most recent trends in image processing, computer vision, and pattern recognition, addressing both theoretical and applicative aspects. They are organized in the following topical sections: Video Analysis and Understanding; Pattern Recognition and Machine Learning; Deep Learning; Multiview Geometry and 3D Computer Vision; Image Analysis, Detection and Recognition; Multimedia; Biomedical and Assistive Technology; Digital Forensics; Image processing for Cultural Heritage.

Keywords

artificial intelligence classification data security descriptors estimation Human-Computer Interaction (HCI) image analysis image classification image quality image reconstruction image segmentation learning algorithms neural networks object recognition remote sensing semantics sensors signal processing Support Vector Machines (SVM)

Editors and affiliations

  1. 1.University of TrentoPovoItaly
  2. 2.Mapillary ResearchGrazAustria
  3. 3.University of AmsterdamAmsterdamThe Netherlands
  4. 4.Fondazione Bruno KesslerPovoItaly
  5. 5.Fondazione Bruno KesslerPovoItaly
  6. 6.University of TrentoPovoItaly

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-30642-7
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-30641-0
  • Online ISBN 978-3-030-30642-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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