Sukalpa Chanda

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Academic interests

Machine Learning (Zero-Shot Learning, One-Shot Learning ,Kernel Methods,  Deep Learning) with applications to  Document  Image Analysis, Computer Vision & Video Image Analysis.

 

Background

 PhD in Computer Science from NTNU i Gjøvik, Norway (erstwhile Gjøvik University College).

Appointments

  • Current Position (From July 2019)

  • Postdoctoral Researcher, Uppsala University, Sweden (April 2018 - June 2019)

  • Postdoctoral Researcher , Groningen University, The Netherlands (April 2016 -March 2018)

Publikasjoner

  • Rakotomamonjy, Alain & Chanda, Sukalpa (2014). ℓp-norm multiple kernel learning with low-rank kernels. Neurocomputing.  ISSN 0925-2312.  143(2), s 68- 79 . doi: 10.1016/j.neucom.2014.06.019
  • Sharma, Nabin; Chanda, Sukalpa; Pal, Umapada & Blumenstein, Michael (2013). Word-wise Script Identification from Video Frames, In Lisa O’Conner (ed.),  Proceedings of 12th International Conference on Document Analysis and Recognition ICDAR 2013, 25–28 August 2013,Washington, DC.  IEEE.  ISBN 9781479901937.  Kapittel.  s 867 - 871
  • Chanda, Sukalpa; Franke, Katrin & Pal, U (2012). Clustering Document Fragments using Background Color and Texture Information. Proceedings of SPIE, the International Society for Optical Engineering.  ISSN 0277-786X.  8297 . doi: 10.1117/12.910567 Vis sammendrag
  • Chanda, Sukalpa; Franke, Katrin & Pal, Umapada (2012). Text Independent Writer Identification for Oriya Script, In N N (ed.),  10th IAPR International Workshop on Document Analysis Systems, DAS 2012.  IEEE.  ISBN 978-0-7695-4661-2.  Kapittel.  s 369 - 373
  • Chanda, Sukalpa; Pal, Umapada & Franke, Katrin (2012). Font identification — In context of an Indic script, In Hideo Saito & Yoshimitsu Aoki (ed.),  Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012); November 11-15, 2012; Tsukuba, Japan.  IEEE conference proceedings.  ISBN 978-4-9906441-0-9.  Kapittel.  s 1655 - 1658 Vis sammendrag
  • Chanda, Sukalpa; Pal, Umapada & Franke, Katrin (2012). Similar shaped part-based character recognition using G-SURF, In Ajith Abraham; Albert Zomaya; Vijay Wadhai; Ronald Yager; Azah Kamilah Muda & Mario Koeppen (ed.),  Proceedings of the 12th International Conference on Hybrid Intelligent Systems (HIS); 4-7 December 2012; Pune, India.  IEEE conference proceedings.  ISBN 9781467351164.  Kapittel.  s 179 - 184 Vis sammendrag
  • Imran, Ali Shariq; Chanda, Sukalpa; Alaya Cheikh, Faouzi; Franke, Katrin & Pal, Umapada (2012). Cursive Handwritten Segmentation and Recognition for Instructional Videos, In N N (ed.),  SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.  IEEE.  ISBN 978-1-4673-5152-2.  Kapittel.  s 155 - 160 Vis sammendrag
  • Pal, Srikanta; Chanda, Sukalpa; Pal, Umapada; Franke, Katrin & Blumenstein, Michael (2012). Off-line signature verification using G-SURF, In Ajith Abraham; Albert Zomaya; Sebastián Ventura; Ronald Yager; Vaclav Snasel; Azah Kamilah Muda & Philip Samuel (ed.),  Proceedings of the 12th International Conference on Intelligent Systems Design and Applications (ISDA); 27 - 29 November 2012; Kochi, India.  IEEE conference proceedings.  ISBN 978-1-4673-5119-5.  Kapittel.  s 586 - 591 Vis sammendrag
  • Chanda, Sukalpa; Franke, Katrin & Umapada, Pal (2011). Identification of Indic Scripts on Torn-Documents, In N N (ed.),  ICDAR 2011, Proceedings of the 11th International Conference on Document Analysis and Recognition; 18-21 September 2011, Beijing, China.  IEEE.  ISBN 978-0-7695-4520-2.  Kapittel.  s 713 - 717
  • Chanda, Sukalpa; Franke, Katrin & Pal, Umapada (2010). Document-Zone Classification in Torn Documents, In Patrick Kellenberger (ed.),  ICFHR 2010 : 12th International Conference on Frontiers in HandwritingRecognition, ICFHR 2010, Kolkata, India, 16-18 November 2010.  IEEE.  ISBN 978-0-7695-4221-8.  Segmentation and Layout Analysis.  s 25 - 30
  • Chanda, Sukalpa; Franke, Katrin & Pal, Umapada (2010). Structural handwritten and machine print classification for sparse content and arbitrary oriented document fragments, In Dongwan Shin; Sascha Ossowski & Michael Schumacher (ed.),  Proceedings of the 2010 ACM Symposium on Applied Computing, Sierre, Switzerland, March 22-26, 2010, (SAC'10).  ACM Publications.  ISBN 978-1-60558-639-7.  Kap. 4.  s 18 - 22 Vis sammendrag
  • Chanda, Sukalpa; Franke, Katrin; Pal, Umapada & Wakabayashi, Tetsushi (2010). Text Independent Writer Identification for Bengali Script, In N N (ed.),  Proceedings of the 20th International Conference on Pattern Recognition (ICPR) 2010.  IEEE.  ISBN 9781424475421.  Kapittel.  s 2005 - 2008 Vis sammendrag
  • Chanda, Sukalpa; Pal, Umapada; Franke, Katrin & Kimura, Fumitaka (2010). Script Identification - A Han and Roman Script Perspective, In N N (ed.),  Proceedings of the 20th International Conference on Pattern Recognition (ICPR) 2010.  IEEE.  ISBN 9781424475421.  Kapittel.  s 2708 - 2711 Vis sammendrag
  • Chanda, Sukalpa; Pal, Srikanta; Franke, Katrin & Pal, Umapada (2009). Two-stage Approach for Word-wise Script Identification, In N N (ed.),  ICDAR '09. 10th International Conference on Document Analysis and Recognition, 2009.  IEEE.  ISBN 9781424445004.  Kapittel.  s 926 - 930 Vis sammendrag

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Publisert 15. aug. 2019 12:50 - Sist endret 16. aug. 2019 16:50