Publications

Journals:

[j3] Rahul Pramanik and Soumen Bag. "A Segmentation-based Recognition System for Handwritten Bangla and Devanagari Words using Conventional Classification and Transfer Learning." IET Image Processing, IET (2019). (IF:2.004) DOI:10.1049/iet-ipr.2019.0208. (Accepted)

[j2] Deepika Gupta and Soumen Bag. "Handwritten Multilingual Word Segmentation Using Polygonal Approximation of Digital Curves for Indian Languages." Multimedia Tools and Applications, Springer, vol. 78, no. 14 (2019): 19361–19386 (IF:2.101) DOI: 10.1007/s11042-019-7286-0.

[j1] Rahul Pramanik and Soumen Bag. "Shape Decomposition-based Handwritten Compound Character Recognition for Bangla OCR." Journal of Visual Communication and Image Representation, Elsevier, vol. 50 (2018): 123-134. (IF:2.259) DOI: 10.1016/j.jvcir.2017.11.016.

Conferences:

[c24] Priyanka Roy and Soumen Bag. "Detection of Handwritten Document by Analyzing Writers' Handwriting." In Proceedings of the Eighth International Conference on Pattern Recognition and Machine Intelligence (PReMI-2019), pp. 596-605. Springer LNCS Series, 2019. DOI: 10.1007/978-3-030-34869-4_65.

[c23] 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 and Image Processing (CVIP-2019). Springer AISC Series, 2019. (Accepted)

[c22] Shraddha Wankhade, Anuja Dixit, and Soumen Bag. "A Fast and Rigid Copy Move Forgery Detection Technique using HDBSCAN." In Proceedings of the Fourth International Conference on Computer Vision and Image Processing (CVIP-2019). Springer AISC Series, 2019. (Accepted)

[c21] Priyanka Roy and Soumen Bag. "Forensic Performance on Handwriting to Identify Forgery Owing to Word Alteration." In Proceedings of the Fifth IEEE International Conference on Identity, Security and Behavior Analysis (ISBA 2019), pp. 1-9. IEEE, 2019. DOI: 10.1109/ISBA.2019.8778490.

[c20] Anuja Dixit and Soumen Bag. "Utilization of HOG-SVD based Features with Connected Component Labeling for Multiple Copy-move Image Forgery Detection." In Proceedings of the Fifth IEEE International Conference on Identity, Security and Behavior Analysis (ISBA 2019), pp. 1-9. IEEE, 2019. DOI: 10.1109/ISBA.2019.8778494.

[c19] Deepika Gupta and Soumen Bag. "A Local to Global Approach for Document Image Binarization." In Proceedings of the First International Conference on Computational Intelligence in Pattern Recognition (CIPR 2019), pp. 693-702. Springer AISC Series, 2019. DOI: 10.1007/978-981-13-9042-5_60.

[c18] Saumyadipta Sarkar, Prasun Tripathi, and Soumen Bag. "An Improved Non-Local Means Denoising Technique for Brain MRI." In Proceedings of the First International Conference on Computational Intelligence in Pattern Recognition (CIPR 2019), pp. 765-773. Springer AISC Series, 2019. DOI: 10.1007/978-981-13-9042-5_66.

[c17] Prasun Tripathi and Soumen Bag. "Non-Invasively Grading of Brain Tumor Through Noise Robust Textural and Intensity based Features." In Proceedings of the First International Conference on Computational Intelligence in Pattern Recognition (CIPR 2019), pp. 531-539. Springer AISC Series, 2019. DOI: 10.1007/978-981-13-9042-5_45.

[c16] 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 2018), pp. 41-51. Springer CCIS Series, 2018. DOI: 10.1007/978-981-13-9361-7_4.

[c15] Anupam Wadhwa, Mohak Maheshwari, Prabhat Dansena, and Soumen Bag. "Geometrical and Structural Features for Forensics in Handwritten Bank Cheques." In Proceedings of the Fifteenth IEEE India Council International Conference (INDICON 2018). (Accepted).

[c14] Arkajyoti Mitra, Prasun Tripathi, and Soumen Bag. "Identification of Astrocytoma Grade using Intensity, Texture, and Shape based Features." In Proceedings of the Eighth International Conference Soft Computing for Problem Solving (SocProS 2018), pp. 455-465. Springer AISC Series, 2018. DOI: 10.1007/978-981-15-0035-0_36.

[c13] Anuja Dixit and Soumen Bag. "Copy-move Image Forgery Detection using Gray-tones with Texture Description." In Proceedings of the Third International Conference on Computer Vision and Image Processing (CVIP-2018), pp. 75-86. Springer CCIS Series, 2018. DOI: 10.1007/978-981-32-9291-8_7.

[c12] Priyanka Roy and Soumen Bag. "Identification of Fraudulent Alteration by Similar Pen Ink in Handwritten Bank Cheque." In Proceedings of the Third International Conference on Computer Vision and Image Processing (CVIP-2018), pp. 183-195. Springer CCIS Series, 2018. DOI: 10.1007/978-981-32-9291-8_16.

[c11] 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.

[c10] 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.

[c9] Mouli Laha, Prasun Chandra Tripathi, and Soumen Bag. "A skull stripping from brain MRI using adaptive iterative thresholding and mathematical morphology." In Proceedings of the Fourth International Conference on Recent Advances in Information Technology (RAIT-2018), pp. 1-6. IEEE, 2018. DOI: 10.1109/RAIT.2018.8389028.

[c8] 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.

[c7] Deepika Gupta and Soumen Bag. "An Efficient Character Segmentation Approach for Handwritten Hindi Text." In Proceedings of the Fifth International Conference on Signal Processing and Integrated Networks (SPIN 2018), pp. 730-734. IEEE, 2017. DOI: 10.1109/SPIN.2018.8474047.

[c6] 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.

[c5] 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.

[c4] Prabhat Dansena, Soumen Bag, and Rajarshi Pal. "Differentiating Pen Inks in Handwritten Bank Cheques Using Multi-layer Perceptron." 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_83.

[c3] 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.

[c2] Shalmoly Mondal and Soumen Bag. "Face Recognition Using PCA and Minimum Distance Classifier." In Proceedings of the Fifth International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA-2016), pp. 397-405. Springer AISC Series, 2017. DOI: 10.1007/978-981-10-3153-3_39.

[c1] Kapil K. Upreti and Soumen Bag. "Segmentation of Unconstrained Handwritten Hindi Words Using Polygonal Approximation." In Proceedings of the Fifteenth International Conference on Frontiers in Handwriting Recognition (ICFHR-2016), pp. 150-155. IEEE, 2016. DOI: 10.1109/ICFHR.2016.0039.

Book Chapters:

[b1] Soumen Bag. "A Nearest Opposite Contour Pixel Based Thinning Strategy for Character Images." In Feature Detectors and Motion Detection in Video Processing, pp. 123-140. IGI Global, 2017. DOI: 10.4018/978-1-5225-1025-3.ch006.