Publications

Journals

13. S. Kumar, S. Chattopadhyay, C. Adak, “TPMCF: Temporal QoS Prediction using Multi-Source Collaborative Features”, IEEE Trans. on Network and Service Management, DOI: 10.1109/TNSM.2024.3395428, 2024. (link)

12. M. Cheniti, Z. Akhtar, C. Adak, K. Siddique, “An Approach for Full Reinforcement-based Biometric Score Fusion”, IEEE Access, vol. 12, pp. 49779 - 49790, 2024. (link)

11. Z. Xu, P.S. Mittal, M.M. Ahmed, C. Adak, Z.G. Cai, “Assessing Penmanship of Chinese Handwriting: A Deep Learning-based Approach”, Reading and Writing Journal, Springer, DOI: 10.1007/s11145-024-10531-w, 2024. (link)

10. S. Singh, S. Sajana, P. Varma, G. Sreelekha, C. Adak, R. P. Shukla, V. B. Kamble, “Metal Oxide-based Gas Sensor Array for VOCs Determination in Complex Mixtures using Machine Learning”, Microchimica Acta, Springer, vol. 191, Art. no. 196, pp. 1-20, 2024. (link) 

9. C. Adak, S. Chattopadhyay, M. Saqib, “Deep Analysis of Visual Product Reviews”, IEEE Trans. on Emerging Topics in Computational Intelligence, DOI: 10.1109/TETCI.2023.3279664, 2023. (link)

8. X. Tao, S. Yan, X. Gong, C. Adak, “Learning Multi-Resolution Features for Unsupervised Anomaly Localization on Industrial Textured Surfaces”, IEEE Trans. on Artificial Intelligence, vol. 5, no. 1, pp. 127-139, 2024. (link)

7. X. Tao, C. Adak, P.-J. Chun, S. Yan, H. Liu, “ViTALnet: Anomaly Localization on Industrial Textured Surfaces with Hybrid Transformer”, IEEE Trans. on Instrumentation and Measurement, vol. 72, Art. no. 5009013, pp. 1-13, 2023. (link)

6. X. Tao, X. Gong, X. Zhang, S. Yan, C. Adak, “Deep Learning for Unsupervised Anomaly Localization in Industrial Images: A Survey”, IEEE Trans. on Instrumentation and Measurement, vol. 71, Art. no. 5018021, pp. 1-21, 2022. (link)

5. X. Tao, D. Zhang, W. Ma, Z. Hou, Z. Lu, C. Adak, “Unsupervised Anomaly Detection for Surface Defects with Dual-Siamese Network”, IEEE Trans. on Industrial Informatics, vol. 18, no. 11, pp. 7707-7717, 2022. (link)

4. R. R. Chowdhury, S. Chattopadhyay, C. Adak, “CAHPHF: Context-Aware Hierarchical QoS Prediction with Hybrid Filtering”, IEEE Trans. on Services Computing, vol. 15, no. 4, pp. 2232-2247, 2022. (link)

3. C. Adak, B. B. Chaudhuri, C. T. Lin, M. Blumenstein, “Intra-Variable Handwriting Inspection Reinforced with Idiosyncrasy Analysis”, IEEE Trans. on Information Forensics and Security, vol. 15, pp. 3567-3579, 2020. (link)

2. C. Adak, B. B. Chaudhuri, M. Blumenstein, “An Empirical Study on Writer Identification and Verification from Intra-variable Individual Handwriting”, IEEE Access, vol. 7, pp. 24738-24758, 2019. (link)

1. B. B. Chaudhuri+, C. Adak+, “An Approach for Detecting and Cleaning of Struck-out Handwritten Text”, Pattern Recognition, vol. 61, pp. 282-294, January 2017. +Joint first author. (link)

Conferences

29. G. Kumari, C. Adak, A. Ekbal,  “Mu2STS: A Multitask Multimodal Sarcasm-Humor-Differential Teacher-Student Model for Sarcastic Meme Detection”, 46th European Conference on Information Retrieval (ECIR), LNCS vol. 14610, pp. 19-37, Glasgow, Scotland, 24-28 Mar., 2024. (link) 

28. C. Adak, B. Jaswanth, Z. Akhtar, A. Kåsen,  S. Chanda, “Writer Identification from Nordic Historical Manuscripts using Transformer Networks”, IEEE Int. Joint Conf. on Biometrics (IJCB), pp.1-9, Ljubljana, Slovenia, 25-28 Sep., 2023. (link) 

27. C. Adak, P. Sharma, S. Chanda, “DAZeTD: Deep Analysis of Zones in Torn Documents”, 18th Int. Conf. on Frontiers in Handwriting Recognition (ICFHR), LNCS vol. 13639, pp. 515-529, Hyderabad, India, 4-7 Dec., 2022. (link) 

26. S. Chattopadhyay, R. Chanda, S. Kumar, C. Adak, “OffDQ: An Offline Deep Learning Framework for QoS Prediction”, 31st The ACM Web Conference (WWW), pp. 1987-1996, Lyon, France, 25-29 Apr., 2022. (link) 

25. C. Adak, B. B. Chaudhuri, C. T. Lin, M. Blumenstein, “Text-line-up: Don’t Worry about the Caret”, 16th Int. Conf. on Document Analysis and Recognition (ICDAR), LNCS vol. 12823, pp. 207–222, Lausanne, Switzerland, 5-10 Sep., 2021. (link)

24. C. Adak, X. Tao, “BigyaPAn: Deep Analysis of Old Paper Advertisement”, 34th Int. Joint Conference on Neural Networks (IJCNN), pp. 1-9, China, 18-22 July, 2021. (link)

23. C. Adak, B. B. Chaudhuri, C. T. Lin, M. Blumenstein, “Why Not? Tell us the Reason for Writer Dissimilarity”, 33rd Int. Joint Conference on Neural Networks (IJCNN), pp. 1-7, Glasgow, Scotland, UK, 19-24 July, 2020. (link)

22. C. Adak, B. B. Chaudhuri, C. T. Lin, M. Blumenstein, “Detecting Named Entities in Unstructured Bengali Manuscript Images”, 15th Int. Conf. on Document Analysis and Recognition (ICDAR), pp. 196-201, Sydney, Australia, 20-25 Sep., 2019. (link)

21. C. Adak, B. B. Chaudhuri, M. Blumenstein, “A Study on Idiosyncratic Handwriting with Impact on Writer Identification”, 16th Int. Conf. on Frontiers in Handwriting Recognition (ICFHR), pp. 193-198, Niagara Falls, USA, 5-8 Aug., 2018. (link)

20. C. Adak, B. B. Chaudhuri, M. Blumenstein, “Cognitive Analysis for Reading and Writing of Bengali Conjuncts”, 31st Int. Joint Conference on Neural Networks (IJCNN), pp. 1-7, Rio de Janeiro, Brazil, 8-13 July, 2018. (link)

19. C. Adak, S. Marinai, B. B. Chaudhuri, M. Blumenstein, “Offline Bengali Writer Verification by PDF-CNN and Siamese Net”, 13th IAPR Int. Workshop on Document Analysis Systems (DAS), pp. 381-386, Vienna, Austria, 24-27 Apr., 2018. (link)

18. C. Adak, B. B. Chaudhuri, M. Blumenstein, “Legibility and Aesthetic Analysis of Handwriting”, 14th Int. Conf. on Document Analysis and Recognition (ICDAR), pp. 175-182, Kyoto, Japan, 9-15 Nov., 2017. (link)

17. C. Adak, B. B. Chaudhuri, M. Blumenstein, “Impact of Struck-out Text on Writer Identification”, 30th Int. Joint Conference on Neural Networks (IJCNN), pp. 1465-1471, Anchorage, Alaska, USA, 14-19 May, 2017. (link)

16. C. Adak, B. B. Chaudhuri, M. Blumenstein, “Writer Identification by Training on One Script but Testing on Another”, 23rd Int. Conference on Pattern Recognition (ICPR), pp. 1148-1153, Cancun, Mexico, 4-8 Dec., 2016. (link)

15. C. Adak, B. B. Chaudhuri, M. Blumenstein, “Offline Cursive Bengali Word Recognition using CNNs with a Recurrent Model”, 15th Int. Conf. on Frontiers in Handwriting Recognition (ICFHR), pp. 429-434, Shenzhen, China, 23-26 Oct., 2016. (link)

14. C. Adak, B. B. Chaudhuri, M. Blumenstein, “Named Entity Recognition from Unstructured Handwritten Document Images”, 12th IAPR Int. Workshop on Document Analysis Systems (DAS), pp. 375-380, Santorini, Greece, 11-14 Apr., 2016. (link)

13. C. Adak, P. Maitra, B. B. Chaudhuri, M. Blumenstein, “Binarization of Old Halftone Text Documents”, IEEE TENCON, IEEE Conf. # 35439, pp. 1-5, Macau, China, 1-4 Nov., 2015. (link)

12. C. Adak, B. B. Chaudhuri, “Writer Identification from Offline Isolated Bangla Characters and Numerals”, 13th Int. Conf. on Document Analysis and Recognition (ICDAR), pp. 486-490, Nancy, France, 23-26 Aug., 2015. (link)

11. C. Adak, B. B. Chaudhuri, “An Approach of Strike-through Text Identification from Handwritten Documents”, 14th Int. Conf. on Frontiers in Handwriting Recognition (ICFHR), pp. 643-648, Crete Island, Greece, 1-4 Sep., 2014. (link)

10. C. Adak, B. B. Chaudhuri, “Text Line Identification in Tagore’s Manuscript”, IEEE TechSym, IEEE Conf. # 32812, pp. 210-213, Kharagpur, India, 28 Feb.-2 Mar., 2014. (link)

9. C. Adak, “A Bilingual Machine Translation System: English & Bengali”, IEEE Conf. # 32377, Int. Conf. on Automation, Control, Energy and Systems (ACES), Hooghly, India, 1-2 Feb., 2014. (link)

8. C. Adak, “An Approach for Printed Document Labeling”, IEEE Conf. # 32377, Int. Conf. on Automation, Control, Energy and Systems (ACES), Hooghly, India, 1-2 Feb., 2014. (link)

7. C. Adak, B. B. Chaudhuri, “Extraction of Doodles and Drawings from Manuscripts”, 5th Int. Conf. on Pattern Recognition and Machine Intelligence (PReMI), LNCS #8251, pp. 515-520, Springer-Heidelberg, Kolkata, India, 10-14 Dec., 2013. (link)

6. C. Adak, “OPTICS Based Coverage in Wireless Sensor Network”, Int. Conf. on Facets of Uncertainties and Applications (ICFUA), Kolkata, India, 05-07 Dec., 2013. (link)

5. C. Adak, “Gabor Filter and Rough Clustering Based Edge Detection”, IEEE Conf. # 30853, Int. Conf. on Human Comp. Interactions (ICHCI), Chennai, India, 23-24 Aug., 2013. (link)

4. C. Adak, “Unsupervised Text Extraction from G-Maps”, IEEE Conf. # 30853, Int. Conf. on Human Comp. Interactions (ICHCI), Chennai, India, 23-24 Aug., 2013. (link)

3. C. Adak, “Rough Clustering Based Unsupervised Image Change Detection”, IEEE Conf. # 30853, Int. Conf. on Human Comp. Interactions (ICHCI), Chennai, India, 23-24 Aug., 2013. (link)

2. C. Adak, “An Advanced Approach for Rule Based English to Bengali Machine Translation”, Nat. Conf. on Adv. of Comp. in Engg. Research (ACER), AIRCC Pub. Co., ISBN : 978-1-921987-11-3, vol. 3, no. 2, pp. 1-9, 2013. (link)

1. C. Adak, “Robust Steganography Using LSB-XOR and Image Sharing”, Int. Conf. on Comp. and Comm. Advancement (IC3A), ISBN (13): 978-1-25-906393-0, McGraw Hill, pp. 97-102, 2013. (link)

Book Chapters

2. C. Adak, B. B. Chaudhuri, M. Blumenstein, “A Deep Reinforcement Learning-based Study on Handwriting Difficulty Analysis”, Chapter 6, Eds. M. Blom et al., Advances in Pattern Recognition and Artificial Intelligence, World Scientific, ISBN: 9789811239007, pp. 97-117, 2021. (link)

1. C. Adak, D. Ghosh, R. R. Chowdhury, S. Chattopadhyay, “COVID-19-affected Medical Image Analysis using DenserNet”, Chapter 11, Eds. U. Kose et al., Data Science for COVID-19, Elsevier, ISBN: 9780128245361, pp. 213-230, 2021. (link)

Technical Reports/ Posters/ Pre-prints