BITS Pilani

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Publications

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Publications

Publications

Journals:
 
[j4] Rahul Pramanik and Soumen Bag. "Handwritten Bangla City Name Word Recognition using CNN-based Transfer Learning and FCN." Neural Computing and Applications, Springer (2021) (Accepted) DOI: 10.1007/s00521-021-05693-5.  (SCIE) (Impact Factor: 4.774)
 
 
[j3] Rahul Pramanik and Soumen Bag. "Segmentation-based Recognition System for Handwritten Bangla and Devanagari Words using Conventional Classification and Transfer Learning." IET Image Processing, IET Digital Library, 14(5) (2020): 959-972. (SCI/SCIE)  (Impact Factor: 1.995)
 

[j2] Rahul Pramanik and Soumen Bag. "Shape Decomposition-based Handwritten Compound Character Recognition for Bangla OCR." Journal of Visual Communication and Image Representation, Elsevier, 50 (2018): 123-134. (SCIE) (Impact Factor: 2.479)
 
 
[j1] Manajit Chakraborty, Sukomal Pal, Rahul Pramanik, and C Ravindranath Chowdary. "Recent developments in social spam detection and combating techniques: A survey." Information Processing & Management, Elsevier, 52, no. 6 (2016): 1053-1073. (SCIE/SSCI) (Impact Factor: 4.787)
(This publication received Honourable Mention: Best Paper Award 2016 from IPM, Elsevier.)
 
 
 
 
Conferences:
 
[c9] Prabhat Dansena, Rahul Pramanik, Soumen Bag and Rajarshi Pal. "Ink Analysis Using CNN-based Transfer Learning to Detect Alteration in Handwritten Words." In Proceedings of the Fourth International Conference on Computer Vision & Image Processing (CVIP-2019), pp. 223-232. Springer, CCIS Series, 2020. DOI: 10.1007/978-981-15-4018-9_21. (ORAL).
 
 
[c8] Rahul Pramanik, Prabhat Dansena, and Soumen Bag. "A Study on the Effect of CNN-based Transfer Learning on Handwritten Indic and Mixed Numeral Recognition." In Proceedings of the Fourth Workshop on Document Analysis and Recognition (DAR@ICVGIP 2018), pp. 41-51. Springer, CCIS Series, 2019. DOI: 10.1007/978-981-13-9361-7_4. (ORAL).
 
 
[c7] Rahul Pramanik, Vivek Raj, and Soumen Bag. "Finding the Optimum Classifier: Classification of Segmentable Components in Offline Handwritten Devanagari Words." In Proceedings of the Fourth International Conference on Recent Advances in Information Technology (RAIT-2018), pp. 1-6. IEEE, 2018. DOI: 10.1109/RAIT.2018.8389032. (ORAL).
 
 
[c6] Rahul Pramanik, Soumen Bag, and Ranjeet Kumar. "A Fuzzy and Contour-based Segmentation Methodology for Handwritten Hindi Words in Legal Documents." In Proceedings of the Fourth International Conference on Recent Advances in Information Technology (RAIT-2018), pp. 1-6. IEEE, 2018. DOI: 10.1109/RAIT.2018.8389031. (ORAL).
 
 
[c5] Deepayan Chakraborty, Rahul Pramanik, and Soumen Bag. "A Novel Approach Towards Segmentation of Connected Handwritten Numerals." In Proceedings of the Fourth  International Conference on Image Information Processing (ICIIP-2017), pp. 1-5. IEEE, 2017. DOI: 10.1109/ICIIP.2017.8313737. (ORAL). 
(This publication received Best Paper Award (Information Processing Track)).
 

[c4] Rahul Pramanik and Soumen Bag. "Linear Curve Fitting-Based Headline Estimation in Handwritten Words for Indian Scripts." In Proceedings of the Seventh International Conference on Pattern Recognition and Machine Intelligence (PReMI'17), pp. 116-123. Springer LNCS Series, 2017. DOI: 10.1007/978-3-319-69900-4_15. (ORAL).
(This publication received  Springer Student Award at ISI Kolkata).
 

[c3] Rahul Pramanik and Soumen Bag. "Linear Regression-based Skew Correction of Handwritten Words in Indian Languages." In Proceedings of the Second International Conference on Computer Vision & Image Processing (CVIP-2017), pp. 129-139. Springer AISC Series, 2017. DOI: 10.1007/978-981-10-7898-9_11. (ORAL).
 

[c2] Rahul Pramanik and Soumen Bag. "Segmentation of Bengali Handwritten Conjunct Characters Through Structural Disintegration." In Proceedings of the First International Conference on Computational Intelligence, Communications, and Business Analytics (CICBA 2017), pp. 297-306. Springer, CCIS Series, 2017. DOI: 10.1007/978-981-10-6430-2_23. (ORAL).
 

[c1] Rahul Pramanik, Sukomal Pal, and Manajit Chakraborty. "What the user does not want?: query reformulation through term inclusion-exclusion." In Proceedings of the Second ACM IKDD Conference on Data Sciences (CODS 2015), pp. 116-117. ACM, 2015. DOI: 10.1145/2732587.2732606 (Poster).

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