Sukalpa Chanda

Institutt for informasjonsteknologi og kommunikasjon
English version of this page Stilling
Førsteamanuensis
Kontakt
+4769608207
Studiested
Halden
Kontornr.
010A

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)

Forskergrupper

Emneord: Det digitale samfunn, DigiTech

Publikasjoner

  • Chanda, Sukalpa; Pal, Umapada & Bhattacharya, Saumik (2021). LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning. IEEE International Conference on Computer Vision (ICCV). ISSN 1550-5499.
  • Srivastava, Abhishek; Jha, Debesh; Chanda, Sukalpa; Pal, Umapada; Johansen, Håvard D. & Johansen, Dag [Vis alle 9 forfattere av denne artikkelen] (2021). MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation. IEEE journal of biomedical and health informatics. ISSN 2168-2194. doi: 10.1109/JBHI.2021.3138024.
  • Chanda, Sukalpa; Prasad, Prashant Kumar; Hast, Anders; Brun, Anders; Martensson, Lasse & Pal, Umapada (2020). Finding Logo and Seal in Historical Document Images - An Object Detection Based Approach. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 12046, s. 821–834. doi: 10.1007/978-3-030-41404-7_58.
  • Chanda, Sukalpa; Chakrapani, Asish; Brun, Anders; Hast, Anders; Pal, Umapada & Doermann, David (2019). Face Recognition - A One-Shot Learning Perspective. I Yetongnon, Kokou; Dipanda, Albert; Sanniti di Baja, Gabriella; Gallo, Luigi & Chbeir, Richard (Red.), 2019 15th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS 2019). IEEE. ISSN 978-1-7281-5686-6. s. 113–119. doi: 10.1109/SITIS.2019.00029.
  • 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. I O’Conner, Lisa (Red.), Proceedings of 12th International Conference on Document Analysis and Recognition ICDAR 2013, 25–28 August 2013,Washington, DC. IEEE. ISSN 9781479901937. s. 867–871. doi: 10.1109/icdar.2013.177.
  • Pal, Srikanta; Chanda, Sukalpa; Pal, Umapada; Franke, Katrin & Blumenstein, Michael (2012). Off-line signature verification using G-SURF. I Abraham, Ajith; Zomaya, Albert; Ventura, Sebastián; Yager, Ronald; Snasel, Vaclav; Muda, Azah Kamilah & Samuel, Philip (Red.), Proceedings of the 12th International Conference on Intelligent Systems Design and Applications (ISDA); 27 - 29 November 2012; Kochi, India. IEEE conference proceedings. ISSN 978-1-4673-5119-5. s. 586–591 . doi: 10.1109/isda.2012.6416603.
  • Imran, Ali Shariq; Chanda, Sukalpa; Alaya Cheikh, Faouzi; Franke, Katrin & Pal, Umapada (2012). Cursive Handwritten Segmentation and Recognition for Instructional Videos. I N, N (Red.), SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy. IEEE. ISSN 978-1-4673-5152-2. s. 155–160.
  • 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.
  • Chanda, Sukalpa; Franke, Katrin & Pal, Umapada (2012). Text Independent Writer Identification for Oriya Script. I N, N (Red.), 10th IAPR International Workshop on Document Analysis Systems, DAS 2012. IEEE. ISSN 978-0-7695-4661-2. s. 369–373. doi: 10.1109/das.2012.86.
  • Chanda, Sukalpa; Pal, Umapada & Franke, Katrin (2012). Font identification — In context of an Indic script. I Saito, Hideo & Aoki, Yoshimitsu (Red.), Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012); November 11-15, 2012; Tsukuba, Japan. IEEE conference proceedings. ISSN 978-4-9906441-0-9. s. 1655–1658.
  • Chanda, Sukalpa; Pal, Umapada & Franke, Katrin (2012). Similar shaped part-based character recognition using G-SURF. I Abraham, Ajith; Zomaya, Albert; Wadhai, Vijay; Yager, Ronald; Muda, Azah Kamilah & Koeppen, Mario (Red.), Proceedings of the 12th International Conference on Hybrid Intelligent Systems (HIS); 4-7 December 2012; Pune, India. IEEE conference proceedings. ISSN 9781467351164. s. 179–184. doi: 10.1109/his.2012.6421330.
  • Chanda, Sukalpa; Franke, Katrin & Umapada, Pal (2011). Identification of Indic Scripts on Torn-Documents. I N, N (Red.), ICDAR 2011, Proceedings of the 11th International Conference on Document Analysis and Recognition; 18-21 September 2011, Beijing, China. IEEE. ISSN 978-0-7695-4520-2. s. 713–717. doi: 10.1109/icdar.2011.149.
  • Chanda, Sukalpa; Franke, Katrin; Pal, Umapada & Wakabayashi, Tetsushi (2010). Text Independent Writer Identification for Bengali Script. I N, N (Red.), Proceedings of the 20th International Conference on Pattern Recognition (ICPR) 2010. IEEE. ISSN 9781424475421. s. 2005–2008.
  • Chanda, Sukalpa; Pal, Umapada; Franke, Katrin & Kimura, Fumitaka (2010). Script Identification - A Han and Roman Script Perspective. I N, N (Red.), Proceedings of the 20th International Conference on Pattern Recognition (ICPR) 2010. IEEE. ISSN 9781424475421. s. 2708–2711.
  • Chanda, Sukalpa; Franke, Katrin & Pal, Umapada (2010). Document-Zone Classification in Torn Documents. I Kellenberger, Patrick (Red.), ICFHR 2010 : 12th International Conference on Frontiers in HandwritingRecognition, ICFHR 2010, Kolkata, India, 16-18 November 2010. IEEE. ISSN 978-0-7695-4221-8. s. 25–30.
  • Chanda, Sukalpa; Franke, Katrin & Pal, Umapada (2010). Structural handwritten and machine print classification for sparse content and arbitrary oriented document fragments. I Shin, Dongwan; Ossowski, Sascha & Schumacher, Michael (Red.), Proceedings of the 2010 ACM Symposium on Applied Computing, Sierre, Switzerland, March 22-26, 2010, (SAC'10). ACM Publications. ISSN 978-1-60558-639-7. s. 18–22.
  • Chanda, Sukalpa; Pal, Srikanta; Franke, Katrin & Pal, Umapada (2009). Two-stage Approach for Word-wise Script Identification. I N, N (Red.), ICDAR '09. 10th International Conference on Document Analysis and Recognition, 2009. IEEE. ISSN 9781424445004. s. 926–930.

Se alle arbeider i Cristin

  • Srivastava, Abhishek; Chanda, Sukalpa; Jha, Debesh; Riegler, Michael; Halvorsen, Pål & Johansen, Dag [Vis alle 7 forfattere av denne artikkelen] (2021). PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation.
  • Chanda, Sukalpa & Chanda, Sukalpa (2020). Bengali Place Name Recognition - Comparative Analysis using Different CNN Architectures .
  • Chanda, Sukalpa & Hast, Anders (2019). Face Recognition - A One-Shot Learning Perspective.
  • Chanda, Sukalpa (2019). One-Shot Learning-Based Handwritten Word Recognition.
  • Chanda, Sukalpa (2019). Finding Logo and Seal in Historical Document Images - An Object Detection based Approach.

Se alle arbeider i Cristin

Publisert 15. aug. 2019 12:50 - Sist endret 11. jan. 2022 16:28