Curriculum Vitae

DR. SHIVAKUMARA PALAIAHNAKOTE

Associate Professor
  • Department of Computer System & Technology
    Faculty of Computer Science and Information Technology
  • 03-79672505
  • 0129593324

BIOGRAPHY


Palaiahnakote Shivakumara received B.Sc., M.Sc., M.Sc Technology by research and Ph.D. degrees from the University of Mysore, Mysore, Karnataka, India in  1995, 1999, 2001 and 2005, all in computer science. Currently, he is working as a Associate Professor in the Department of Computer System and Technology, University of Malaya (UM), Kuala Lumpur, Malaysia.  He worked as a Research Fellow at the National University of Singapore, Singapore from 2005-2007 and 2008-2013. Besides, he worked as Research Consultant at Nanyang Technological University, Singapore for the period of one year from 2007-2008. Based on his work, he has published more than 300 research papers in national, international conferences and journals. He has been served as Ediot-in-Chief for Artificial Intelligence and Applications (AIA), BonViewPress, Singapore.  He has been serving as Associate Editor for IEEE Trnsactions on Multimedia (TMM), Pattern Recognition  (PR), International Journal on Document Analysis and Recognition (IJDAR), CAAI-Transactions on Intelligence in Technology, ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Springer-Nature of Computer Science (SNCS), Malaysian Journal of Computer Science (MJCS). Further, he was the recipient of a prestigious “Dynamic Indian of the Millennium” award by KG foundation, India for his contributions to computer science field. He won “Top Reviewer” award from Pattern Recognition Letters. He has several international collaborators, namely, Nanjing University, China, Hohai University, China, Shantou University, China, Indian Statistical Institute, Kolkata, India, University of Essex, UK, Assiut University, Egypt, University of Technology Sydney, Australia. He has been serving as chairs at different levels for International Conference, namely, ICDAR, DAS, ICFHR, ACPR, ECCV, ACCV, ICCV, CVPR, ACMMM, ICFHR, ICPR etc. His area of research includes video text understanding, document analysis, image processing, personality traits identification and forged text detection related. 

AREAS OF EXPERTISE


  • COGNITIVE SCIENCE
    Video Text Extraction and Recognition

ACADEMIC QUALIFICATION


  • PhD(CompSc)(Mysore,India)2006, (Computer Science)
    Mysore University, India
  • M.Sc(Technology)(Mysore,India)(2002), (Science and Technology)
    Mysore University, India
  • M.Sc(Mysore,India)(1999), (Science)
    Mysore University, India
  • B.Ed(Bangalore,India)(1998), (Education)
    Bangalore University, India
  • B.Sc.(Mysore,India)(1997), (Sains)
    Mysore University, India

ADMINISTRATIVE DUTIES


  • Curriculum Review Committee Member
    21 Oct 2014 - present (Dean Office, Faculty of Computer Science and Information Technology)
  • Task Force Member
    26 Aug 2022 - 25 Aug 2023 (National)
  • Supervisor
    26 Jul 2022 - 28 Aug 2022 (International)
  • Supervisor
    22 Aug 2022 - 22 Aug 2022 (National)
  • Associate Editor for MJCS Journal
    24 Jun 2015 - 27 Feb 2021 (University Malaya)
  • Associate Editor
    30 Jan 2019 - 30 Jan 2021 (International)
  • Associate Editor For Asian and Low-Resource Language Information Processing (TALLIP) journal.
    12 Feb 2014 - 31 Dec 2020 (International)
  • Supervisor
    01 Aug 2019 - 31 Jul 2020 (Dean Office, Faculty of Computer Science and Information Technology)

MEMBERSHIPS


  • INDIAN UNIT F'OR PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, LIFE MEMBER
    Since 2019 (International)
  • SENIOR MEMBER , MEMBER
    2022 to 2023 (International)
  • IEEE , MEMBER
    2020 to 2021 (International)
  • IEEE TRANSACTIONS , ACTIVE MEMBER
    2019 to 2021 (International)
  • INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTATIONAL INTELLIGENCE AND INFORMATICS, ACTIVE MEMBER
    2019 to 2019 (International)
  • ACPR 2019 (THE 5TH ASIAN CONFERENCE ON PATTERN RECOGNITION), ACTIVE MEMBER
    2019 to 2019 (International)
  • CVIP2019 (THE FOURTH INTERNATIONAL CONFERENCE ON COMPUTER VISION AND IMAGE PROCESSING), ACTIVE MEMBER
    2019 to 2019 (International)
  • DC-ICDAR2019 (DOCTORAL CONSORTIUM), ACTIVE MEMBER
    2019 to 2019 (International)
  • ICDAR 2019 (15TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION), ACTIVE MEMBER
    2019 to 2019 (International)
  • ICDAR-WML-2019 (THE 2ND ICDAR WORKSHOP ON MACHINE LEARNING), ACTIVE MEMBER
    2019 to 2019 (International)
  • ICBCC 2019 (INTERNATIONAL CONFERENCE ON BIG DATA AND CLOUD COMPUTING), ACTIVE MEMBER
    2019 to 2019 (International)

AWARD AND STEWARDSHIP


  • CERTIFICATE OF EXCELLENT SERVICE
    University of Malaya, 2022 (University)
  • Editor-in-Chief
    Artificial Intelligence and Applications , 2022 (International)
  • Associate Editor
    IEEE Transactions on Multimedia , 2022 (International)
  • Associate Editor, Screening Editor
    Springer Nature of Science , 2022 (International)
  • Associate Editor
    Pattern Recognition , 2022 (International)
  • Associate Editor
    University of Malaya , 2022 (International)
  • Associate Editor
    International Journal on Document Analysis and Recognition , 2022 (International)
  • Reviewrer
    Transactions on Industrial Electronics , 2020 (International)
  • Associate Editor
    Pattern Recognition Journal, 2020 (International)
  • Reviewer
    MTAP, 2020 (International)
  • Reviewer
    IJPRAI, 2020 (International)
  • Reviewer
    IJDAR, 2020 (International)
  • Program committee Member
    ICPRAI, 2020 (International)
  • Reviewer
    ESWA, 2020 (International)
  • Reviewer
    CUPS, 2020 (International)
  • Area Chair of ACMMM
    ACM MM, 2020 (International)
  • Area Chair of ACCV
    ACCV, 2020 (International)
  • Outstanding Reviewer
    IEEE Transactions on Multimedia , 2020 (International)
  • Reviewer Recognition
    ETRIJ Journal, 2020 (International)
  • Best Reviewer
    Engineering and Applied Science Research , 2020 (International)
  • Associate Editor
    CAAI, 2019 (International)
  • Area Chair
    International Conference on Document Analysis and Recognition (ICDAR), 2019 (International)
  • Associate Editor
    Springier Nature Computer Science (SNCS), 2019 (International)
  • Associate Editor
    Pattern Recognition , 2019 (International)
  • Editorial Board Member
    CAAAI-China, 2019 (International)
  • Area Chair for the International Conference on Document Analysis and Recognition (ICDAR) 2017.
    Organizing Committee of Conference. , 2017 (International)
  • Dynamic Indian of the Millenium
    KG Foundation, KG Hospital, Coimbatore, India. , 2017 (International)
  • Program Committee Member (PCM) for International Workshop on Document Analysis Systems (DAS)-2018.
    Organizing Committee of Conference. , 2017 (International)
  • Program Committee Member (PC)
    International Conference on Frontier Handwriting Recognition (ICFHR), 2016 (International)
  • Program Committee Member (PC)
    International Workshop on Document Analysis Systems (DAS), 2016 (International)
  • Program Committee Member (PC)
    International Conference on Document Analysis and Recognition (ICDAR), 2015 (International)
  • Top Reviewer
    Pattern Recognition Letters, 2015 (International)
  • Program Committee Member
    International Workshop on Document Analysis and Systems (DAS 2014)., 2014 (International)
  • Program Committee Member
    International Conference on Signal and Image Processing (ICSIP 2014), 2014 (International)
  • Program Committee Member
    IAPR Asian Conference on Pattern Recognition (ACPR 2013), 2014 (International)
  • Program Committee Member
    International Conference Pattern Recognition (ICPR 2014), 2014 (International)
  • Program Committee Member
    The First International Conference on Soft Computing and Data Mining (SCDM), 2014, 2014 (International)
  • Program Committee Member
    2nd International Conference on Applied Information and Communications Technology (ICAICT 2014),, 2014 (International)
  • Program Committee Member
    IEEE International Conference on Advances in Electronics, Computers and Communications (ICAECC 2014),, 2014 (International)
  • Keynote Speaker
    First International Conference on Advanced Data and Information Engineering, December 16-18, 2013. Kuala Lumpur, Malaysia., 2013 (International)
  • Program Committee Member
    International Conference on Document Analysis and Recognition (ICDAR 2013), 2013 (International)
  • Program Committee Member
    International Workshop on Document Analysis and Systems (DAS 2012)., 2012 (International)
  • Program Committee Member
    International Conference on Multimedia Processing, Communication and Computing Applications (ICMCCA 2012)., 2012 (International)
  • Program Committee Member
    International Conference on Document Analysis and Recognition (ICDAR 2011, 2011 (International)

PUBLICATIONS


Article in Journal
WoS
  1. Ali, Ihsan; Bin Ayub, Mohamad Nizam; Shivakumara, Palaiahnakote; Noor, Nurul Fazmidar Binti Mohd (2022). Fake News Detection Techniques on Social Media: A Survey, WIRELESS COMMUNICATIONS & MOBILE COMPUTING. 2022. doi:10.1155/2022/6072084
  2. Banerjee, Ayan; Shivakumara, Palaiahnakote; Pal, Umapada; Raghavendra, Ramachandra; Liu, Cheng-Lin (2022). A comprehensive scheme for tattoo text detection, PATTERN RECOGNITION LETTERS. 163, 168-179. doi:10.1016/j.patrec.2022.10.007
  3. Biswas, Kunal; Shivakumara, Palaiahnakote; Pal, Umapada; Chakraborti, Tapabrata; Lu, Tong; Bin Ayub, Mohamad Nizam (2022). Fuzzy and genetic algorithm based approach for classification of personality traits oriented social media images, KNOWLEDGE-BASED SYSTEMS. 241. doi:10.1016/j.knosys.2021.108024
  4. Biswas, Kunal; Shivakumara, Palaiahnakote; Pal, Umapada; Lu, Tong (2022). A new ontology-based multimodal classification system for social media images of personality traits, SIGNAL IMAGE AND VIDEO PROCESSING. . doi:10.1007/s11760-022-02259-3
  5. Biswas, Kunal; Shivakumara, Palaiahnakote; Pal, Umapada; Lu, Tong; Blumenstein, Michael; Llados, Josep (2022). Classification of aesthetic natural scene images using statistical and semantic features, MULTIMEDIA TOOLS AND APPLICATIONS. . doi:10.1007/s11042-022-13924-7
  6. Chowdhury, Pinaki Nath; Shivakumara, Palaiahnakote; Raghavendra, Ramachandra; Nag, Sauradip; Pal, Umapada; Lu, Tong; Lopresti, Daniel (2022). An Episodic Learning Network for Text Detection on Human Bodies in Sports Images, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. 32(4), 2279-2289. doi:10.1109/TCSVT.2021.3092713
  7. Huang, Zhiheng; Shivakumara, Palaiahnakote; Kaljahi, Maryam Asadzadeh; Kumar, Ahlad; Pal, Umapada; Lu, Tong; Blumenstein, Michael (2022). Writer age estimation through handwriting, MULTIMEDIA TOOLS AND APPLICATIONS. . doi:10.1007/s11042-022-13840-w
  8. Mallikarjuna, S. B.; Shivakumara, Palaiahnakote; Khare, Vijeta; Basavanna, M.; Pal, Umapada; Poornima, B. (2022). Multi-gradient-direction based deep learning model for arecanut disease identification, CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY. 7(2), 156-166. doi:10.1049/cit2.12088
  9. Nandanwar, Lokesh; Shivakumara, Palaiahnakote; Jalab, Hamid A.; Ibrahim, Rabha W.; Raghavendra, Ramachandra; Pal, Umapada; Lu, Tong; Blumenstein, Michael (2022). A Conformable Moments-Based Deep Learning System for Forged Handwriting Detection, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. . doi:10.1109/TNNLS.2022.3204390
  10. Nandanwar, Lokesh; Shivakumara, Palaiahnakote; Ramachandra, Raghavendra; Lu, Tong; Pal, Umapada; Antonacopoulos, Apostolos; Lu, Yue (2022). A New Deep Wavefront Based Model for Text Localization in 3D Video, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. 32(6), 3375-3389. doi:10.1109/TCSVT.2021.3110990
  11. Patil, Gayatri; Shivakumara, Palaiahnakote; Gornale, Shivanand S.; Pal, Umapada; Blumenstein, Michael (2022). A new robust approach for altered handwritten text detection, MULTIMEDIA TOOLS AND APPLICATIONS. . doi:10.1007/s11042-022-14242-8
  12. Shivakumara, Palaiahnakote; Das, Alloy; Raghunandan, K. S.; Pal, Umapada; Blumenstein, Michael (2022). New Deep Spatio-Structural Features of Handwritten Text Lines for Document Age Classification, INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. 36(09). doi:10.1142/S0218001422520139
  13. Shivakumara, Palaiahnakote; Jain, Tanmay; Pal, Umapada; Surana, Nitish; Antonacopoulos, Apostolos; Lu, Tong (2022). Text line segmentation from struck-out handwritten document images, EXPERT SYSTEMS WITH APPLICATIONS. 210. doi:10.1016/j.eswa.2022.118266
  14. Zhong, Dajian; Lyu, Shujing; Shivakumara, Palaiahankote; Pal, Umapada; Lu, Yue (2022). Text proposals with location-awareness-attention network for arbitrarily shaped scene text detection and recognition, EXPERT SYSTEMS WITH APPLICATIONS. 205. doi:10.1016/j.eswa.2022.117564
  15. Zhong, Dajian; Shivakumara, Palaiahnakote; Nandanwar, Lokesh; Pal, Umapada; Blumenstein, Michael; Lu, Yue (2022). Local Resultant Gradient Vector Difference and Inpainting for 3D Text Detection in the Wild, INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. 36(08). doi:10.1142/S0218001422530056
  16. Abdullah, S., Ismail, S. M., Hasan, M. K., & Shivakumara, P. (2021). Novel Adaptive Binarization Method for Degraded Document Images. Cmc-Computers Materials & Continua, 67(3), 3815-3832. doi: 10.32604/cmc.2021.014610
  17. Huang, Z. H., Shivakumara, P., Lu, T., Pal, U., Blumenstein, M., Chetty, B., & Kumar, G. H. (2021). Improved Ring Radius Transform-Based Reconstruction for Video Character Recognition. International Journal of Pattern Recognition and Artificial Intelligence, 35(07), 24. doi: 10.1142/s0218001421500233
  18. Krishnani, D., Shivakumara, P., Lu, T., Pal, U., Lopresti, D., & Kumar, G. H. (2021). A new context-based feature for classification of emotions in photographs. Multimedia Tools and Applications, 80(10), 15589-15618. doi: 10.1007/s11042-020-10404-8
  19. Mallikarjuna, S. B., Shivakumara, P., Khare, V., Kumar, N. V., Basavanna, M., Pal, U., & Poornima, B. (2021). CNN BASED METHOD FOR MULTI-TYPE DISEASED ARECANUT IMAGE CLASSIFICATION. Malaysian Journal of Computer Science, 34(3), 255-265. doi: 10.22452/mjcs.vol34no3.3
  20. Mokayed, H., Shivakumara, P., Woon, H. H., Kankanhalli, M., Lu, T., & Pal, U. (2021). A new DCT-PCM method for license plate number detection in drone images. Pattern Recognition Letters, 148, 45-53. doi: 10.1016/j.patrec.2021.05.002
  21. Nandanwar, Lokesh; Shivakumara, Palaiahnakote; Krishnani, Divya; Ramachandra, Raghavendra; Lu, Tong; Pal, Umapada; Kankanhalli, Mohan (2021). A New Foreground-Background based Method for Behavior-Oriented Social Media Image Classification, ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS. 17(4). doi:10.1145/3458051
  22. Pour, A. K., Seng, W. C., Palaiahnakote, S., Tahaei, H., & Anuar, N. B. (2021). A survey on video content rating: taxonomy, challenges and open issues. Multimedia Tools and Applications, 80(16), 24121-24145. doi: 10.1007/s11042-021-10838-8
  23. Shivakumara, P., Alaei, A., & Pal, U. (2021). Mining text from natural scene and video images: A survey. Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery, 11(6), 25. doi: 10.1002/widm.1428
  24. Xue, M. L., Shivakumara, P., Zhang, C., Xiao, Y., Lu, T., Pal, U., . . . Yang, Z. B. (2021). Arbitrarily-Oriented Text Detection in Low Light Natural Scene Images. IEEE Transactions on Multimedia, 23, 2706-2720. doi: 10.1109/tmm.2020.3015037
  25. Al-Shamasneh, A. R., Jalab, H. A., Shivakumara, P., Ibrahim, R. W., & Obaidellah, U. H. (2020). Kidney segmentation in MR images using active contour model driven by fractional-based energy minimization. Signal Image and Video Processing, 14(7), 1361-1368. doi: 10.1007/s11760-020-01673-9
  26. Chowdhury, P. N., Shivakumara, P., Jalab, H. A., Ibrahim, R. W., Pal, U., & Lu, T. (2020). A new Fractal Series Expansion based enhancement model for license plate recognition. Signal Processing-Image Communication, 89, 12. doi: 10.1016/j.image.2020.115958
  27. Chowdhury, P. N., Shivakumara, P., Kanchan, S., Raghavendra, R., Pal, U., Lu, T., & Lopresti, D. (2020). Graph attention network for detecting license plates in crowded street scenes. Pattern Recognition Letters, 140, 18-25. doi: 10.1016/j.patrec.2020.09.018
  28. Chowdhury, P. N., Shivakumara, P., Pal, U., Lu, T., & Blumenstein, M. (2020). A new augmentation-based method for text detection in night and day license plate images. Multimedia Tools and Applications, 79(43-44), 33303-33330. doi: 10.1007/s11042-020-09681-0
  29. Nag, S., Shivakumara, P., Pal, U., Lu, T., & Blumenstein, M. (2020). A new unified method for detecting text from marathon runners and sports players in video (PR-D-19-01078R2). Pattern Recognition, 107, 17. doi: 10.1016/j.patcog.2020.107476
  30. Roy, S., Shivakumara, P., Pal, U., Lu, T., Kumar, G. H. (2020). Delaunay triangulation based text detection from multi-view images of natural scene. Pattern Recognition Letters, 129, 92-100. doi: 10.1016/j.patrec.2019.11.021
  31. Wu, Y. R., Meng, Z., Palaiahnakote, S., Lu, T. (2020). COMPRESSIVE SENSING BASED CONVOLUTIONAL NEURAL NETWORK FOR OBJECT DETECTION. Malaysian Journal of Computer Science, 33(1), 78-89. doi: 10.22452/mjcs.vol33no1.5
Scopus
  1. Ali I., Ayub M.N.B., Shivakumara P., Noor N.F.B.M. (2022). Fake News Detection Techniques on Social Media: A Survey, Wireless Communications and Mobile Computing. 2022. doi:10.1155/2022/6072084
  2. Banerjee A., Shivakumara P., Pal U., Raghavendra R., Liu C.-L. (2022). A comprehensive scheme for tattoo text detection, Pattern Recognition Letters. 163, 168-179. doi:10.1016/j.patrec.2022.10.007
  3. Biswas K., Shivakumara P., Pal U., Chakraborti T., Lu T., Ayub M.N.B. (2022). Fuzzy and genetic algorithm based approach for classification of personality traits oriented social media images, Knowledge-Based Systems. 241. doi:10.1016/j.knosys.2021.108024
  4. Chowdhury P.N., Shivakumara P., Raghavendra R., Nag S., Pal U., Lu T., Lopresti D. (2022). An Episodic Learning Network for Text Detection on Human Bodies in Sports Images, IEEE Transactions on Circuits and Systems for Video Technology. 32(4), 2279-2289. doi:10.1109/TCSVT.2021.3092713
  5. Mallikarjuna S.B., Shivakumara P., Khare V., Basavanna M., Pal U., Poornima B. (2022). Multi-gradient-direction based deep learning model for arecanut disease identification, CAAI Transactions on Intelligence Technology. 7(2), 156-166. doi:10.1049/cit2.12088
  6. Shivakumara P., Das A., Raghunandan K.S., Pal U., Blumenstein M. (2022). New Deep Spatio-Structural Features of Handwritten Text Lines for Document Age Classi cation, International Journal of Pattern Recognition and Artificial Intelligence. 36(9). doi:10.1142/S0218001422520139
  7. Shivakumara P., Jain T., Pal U., Surana N., Antonacopoulos A., Lu T. (2022). Text line segmentation from struck-out handwritten document images, Expert Systems with Applications. 210. doi:10.1016/j.eswa.2022.118266
  8. Zhong D., Lyu S., Shivakumara P., Pal U., Lu Y. (2022). Text proposals with location-awareness-attention network for arbitrarily shaped scene text detection and recognition[Formula presented], Expert Systems with Applications. 205. doi:10.1016/j.eswa.2022.117564
  9. Zhong D., Shivakumara P., Nandanwar L., Pal U., Blumenstein M., Lu Y. (2022). Local Resultant Gradient Vector Difference and Inpainting for 3D Text Detection in the Wild, International Journal of Pattern Recognition and Artificial Intelligence. 36(8). doi:10.1142/S0218001422530056
Others
  1. Lokesh Nandanwar, P. Shivakumara, Swati Kanchan, V. Basavaraja, D. S. Guru, Umapada Pal, Tong Lu and Michael Blumenstein, DCT-Phase Statistics for Forged IMEI Number and Air Ticket Detection. Expert System with Applications (ESWA)-Accepted.
  2. M. Asadzadehkaljahi, P. Shivakumara, S. Hakak, M. Y. Idan Idris, M. H. Anisi and Deepu Rajan, Saliency-Based Bit Plane Detection for Network Applications, Multimedia Tools and Applications (MTAP), 79, pp 18495-18513, 2020.
  3. M. Asadzadehkaljahi, P. Shivakumara, T. Ping, H. A. Jalab, R. W. Ibrahim, M. Blumenstein and M. N. B. Ayub, A Geometric and Fractional Entropy-based Method for Family Photo Classification, Expert System with Applications (ESWA)-Accepted.
  4. M. Xue, P. Shivakumara, C. Zhang, Y. Xiao, T. Lu, U. Pal and Daniel Lopresti, Arbitrarily-Oriented Text Detection in Low Light Natural Scene Images, IEEE Transactions on Multimedia (TMM)-Accepted.
  5. M. Xue, P. Shivakumara, Xuerong Wu, Tong Lu, Umapada Pal, Michael Blumenstein and Daniel Lopresti, Deep Invariant Texture Features for Water Image Classification, Springer Nature Applied Science (SNAS)-Accepted.
  6. P. N. Chaowdhury, P. Shivakumara, U. Pal, T. Lu and M. Blumenstein, A New Augmentation based Method for Text Detection in Night and Day License Plate Images, Multimedia Tools Applications (MTAP), 79, pp 33303-33330, 2020.
  7. Pinaki Nath Chowdhury, Palaiahnakote Shivakumara, Swati Kanchan, Ramachandra Raghavendra, Umapada Pal, Tong Lu and Daniel Lopresti, Graph Attention Network for Detecting License Plate Crowded Street Scenes, Pattern Recognition Letters (PRL), 140, pp 18-25, 2020.
  8. S. Ghosh, P. Shivakumara, P. Roy, U. Pal and T. Lu, Graphology based Handwritten Character Analysis for Human Behavior Identification. CAAI Transactions on Intelligence Technology (CAAI-IET), 5, pp 55-65, 2020.
  9. S. Nag, P. Shivakumara, U. Pal, T. Lu and M. Blumenstein, A New Unified Multi-Modal Method for Text Detection in Marathon and Sports Video, Pattern Recognition (PR)-Accepted.
  10. Shengkai Yue, Palaiahnakote Shivakumara, Tong Lu, Umapada Pal, Michael Blumenstein and G. Hemantha Kumar. Rotation Invariant Angle-Density based Features for ICE Image Classification. Expert Systems with Applications (ESWA)-Accepted.
  11. Soumyadip Roy, P. Shivakumara, Umapada Pal, Tong Lu and Govindaraj Hemantha Kumar, Delaunay Triangulation based Text Detection from Multi-View Images of Natural Scenes. Pattern Recognition Letters (PRL), Vol. 129, pp 92-100, 2020.
  12. K. S. Raghunandan, P. Shivakumara, Sangheeta Roy, G. Hemantha Kumar, Umapada Pal and Tong Lu, Multi-Script-Oriented Text Detection and Recognition in Video/Scene/Born Digital Images, IEEE Transactions for Circuits and Information Technology (TCSVT), Vol. 29, No. 4, 2019, pp 1145-1162.
  13. M. Xue, P. Shivakumara, C. Zhang, T. Lu and U. Pal, Curved Text Detection in Blurred Images, Multimedia Tools and Applications (MTAP), Vol. 78, pp 25629-25653, 2019.
  14. S. Hakak, A. Kamsin, P. Shivakumara, G. A. Gilkar, M. K. Khan, W. Z. Khan, Exact String Matching Algorithms: A Survey, Issues and Future Research Directions, IEEE Access, 7, pp 69614-69637, 2019.
  15. V. Khare, P. Shivakumara, C. C. Chan, T. Lu, L. K. Meng, H. H. Woon and M. Blumenstein, A Novel Character Segmentation-Construction for License Plate Recognition, Expert System with Applications (ESWA)-131, pp 219-239, 2019.
  16. Y. Wu. Y. He, P. Shivakumara, Z. Li, H. Guo and T. Lu, Channel-Wise Attention Model based Fire and Rating Level Detection in Video, CAAI Transactions on Intelligence Technology (CAAI-IET)-pp 1-5, 2019.
  17. 1.A. S. Kavita, P. Shivakumara, G. Hemantha Kumar and T.Lu, Character Segmentation using Watershed Model from Degraded Text Lines, International Journal of Electronics and Communication (AEUE)-Accepted-Q4.
  18. 1.M. Asadzadehkaljahi, P. Shivakumara, M. H. Anisi and M. Y. Idan Idris, A Hybrid Ubiquitous Visual Surveillance System based on Scene Image Classification, Multimedia Tools and Applications (MTAP)-Under Review-Q2.
  19. A. H. Jalab, H. A. Jalab, P. Shivakumara, R. W. Ibrahim, H. Shaker and A. M. Mansoor, Fractional Holder Mean based Image Segmentation and Tracking for Mouse Movements Identification Analysis in Conditional Place Preference Test, Biomedical Signal Processing and Control (BSPC)-Under Review-Q2.
  20. K. S. Raghunandan, P. Shivakumara, B. J. Navya, G. Pooja, G. Hemantha Kumar, H. S. Nagendra Swamy, Umapada Pal and Tong Lu, Age Estimation from Handwritten Document Images for Forensic Purposes, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)-Under Review-Q1. .
  21. K. S. Raghunandan, P. Shivakumara, H. A. Jalab, R. W. Ibrahim, G. Hemantha Kumar, U. Pal and T. Lu, Riesz Fractional based Approach for Enhancing License Plate Detection and Recognition System, IEEE Transactions on Circuits and Systems for Video Technology (CSVT)-Accepted.
  22. K. S. Raghunandan, P. Shivakumara, Sangheeta Roy, G. Hemantha Kumar, Umapada Pal and Tong Lu, Multi-Script-Oriented Text Detection and Recognition in Multi Image Environment, IEEE Transactions for Circuits and Information Technology (TCSVT)-Under Revision..
  23. M. Asadzadehkaljahi, M. H. Anisi, P. Shivakumara and M. Y. Idan Idris, A New Image Size Reduction Model for Energy-Efficiency Visual Sensor Networking. Journal of Visual Communication and Image Representation (JVCI).
  24. P. Shivakumara, L. Wu, T. Lu, C. L. Tan, M. Blumenstein and B. S. Anami, Fractals based Multi-Oriented Text Detection System for Recognition in Mobile Video Images, Pattern Recognition (PR), 68, 2017, pp 158-174-Published-Q1.
  25. P. Shivakumara, R. Raghavnedra, L. Qin, K. B. Raja, Tong Lu and Umapda Pal, A Novel Multi-Modal Technique for BIB number/Text Detection and Recognition in Natural Images, Pattern Recognition (PR)-Published-Q1
  26. P. Shivakumara, S. Roy, H. A. Jalab, R. W. Ibrahim, U. Pal, T. Lu, V. Khare and A. W. B. A. Wahab, Fractional Mean based Context Features for Multi-Oriented Keyword Spotting in Video/Natural/License Plate images, Expert System with Applications (ESWA)-Under Review-Q1.
  27. P. Shivakumara, Z. Yuan, T. Lu, G. Hematha Kumar, M. Blumenstein and C. C. Chan, Improved Ring Radius Transform for Video/Scene Character Recognition through Reconstruction. Pattern Recognition Letters (PRL).
  28. S. Dey, P. Shivakumara, K. S. Raghunandan, U. Pal, T. Lu, G. Hematha Kumar and C. C. Chan, Script Independent Approach for Multi-Oriented Text Detection in Scene Image. Neurocomputing (NEUCOM), 242, 2017, pp 96-112-Published-Q1.
  29. S. Hakak, A. Kamsin, P. Shivakumara, M. Y. I. Idris, A. Ghani and S. Zerdoumi, An Efficient Data Representation for Vowelized Diacritic Text Extraction from Arabic Database, Information Processing and Management (IPM)-Under Revision-Q2.
  30. S. Hakak, A. Kamsin, P. Shivakumara, M. Yamani Idna Idris, A. Gani and S. Zerdoumi, A Survey of Single Pattern Exact String Matching Algorithms. Multimedia Tools and Applications (MTA)-Under Revision-Q2.
  31. Sangheeta Roy, P. Shivakumara, Namita Jain, Vijeta Khare, Umapda Pal and Tong Lu, Rough-Fuzzy based Scene Categorization for Text Detection and Recognition in Video, Pattern Recognition (PR)-Under Revision-Q1.
  32. A. S. Kavita, P. Shivakumara, G. Hemantha Kumar, T. Lu and C. C. Chan, A New Histogram Oriented Tangents Descriptor for Historical Indus Character Recognition System, Journal of Pattern Recognition Research (JPRR)-Under Review-Q2.
  33. A. S. Kavitha, P. Shivakumara, G. Hemantha Kumar and Tong LU, Text Line Segmentation in Degraded Historical Document Images, Egyptian Informatics Journal, Accepted-Q3.
  34. Diaa M. Uliyan, Hamid A. Jalab, Ainuddin W. Abdul Wahab, Palaiahnakote Shivakumara and Somayeh Sadeghi, A Novel Forged Blurred Region Detection System for Image Forensic Applications, Expert Systems with Applications. Volume 64, 1 December 2016, Pages 1 10-Q1-http://dx.doi.org/10.1016/j.eswa.2016.07.026
  35. H. Wang, T. Lu, Y. Wang, P. Shivakumara and C. L. Tan, Weakly-Supervised Regions Annotations for Understanding Natural Scene Images, Multimedia Tools and Applications (MTA), 75(6), pp 30127- 3051, 2016
  36. H. Wang. L. Wang, Z. Yuan, T. Lu, P. Shivakumara and C. L. Tan, Modeling Spatial Layout for Scene Image Parsing via Novel Multi-Scale Sum-Product Network, Expert Systems with Applications (ESWA)-Accepted- Q1.
  37. Jiamin Xu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan and Seiichi Uchida, A New Method for Multi Oriented Graphics-Scene-3D Text Classification in Video, Pattern Recognition(PR), 49, 2016, pp 19-42- Q1.
  38. M. Basavanna, P. Shivakumara, S. K. Vatsa and G. Hemantha Kumar, Adaptive Histogram Analysis for Scene Text Binarization and Recognition,Malaysian Journal of Computer Science (MJCS), Vol 29, pp 74-85, 2016
  39. S. Roy, P. Shivakumara, H. A. Jalab, R. W. Ibrahim, U. Pal and T. Lu, Fractional Poisson Enhancement Model for Text Detection and Recognition in Video Frames, Pattern Recognition (PR), 52, pp 433-447, 2016-Q1.
  40. V. Khare. P. Shivakumara, P. Raveendran and M. Blumenstein, A Blind Deconvolution Model for Scene Text Detection and Recognition in Video, Pattern Recognition (PR) 54, 2016, pp 128-148-Q1.
  41. V. Khare. P. Shivakumara, P. Raveendran and M. Blumenstein, Arbitrarily-Oriented-Multi-Lingual Text Detection in Video. Multimedia Tools and Applications (MTA)-Accepted-Q2.
  42. Y. Wu, P. Shivakumara, T. Lu, C. L. Tan, M. Blumenstein and G. Hematha Kumar, Contour Restoration of Text Components for Recognition in Video/Scene Images, IEEE Transactions on Image Processing (TIP)-Published.
  43. A. S. Kavitha, P. Shivakumara, G. Hemantha Kumar and C. L. Tan, A Robust Script Identification System for Historical Indian Document Images, Malaysian Journal of Computer Science (MJCS, Vol. 28(4), pp 283-300, 2015.
  44. G. Liang, P. Shivakumara, T. Lu and C. L. Tan, Multi- Spectral Fusion Based Approach for Arbitrarily- Oriented Scene Text Detection in Video Image, IEEE Transactions on Image Processing (TIP), Vol. 24, No. 11, November 2015, pp 4488-4500-Q1
  45. Liang Wu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan, A New Technique for Multi-Oriented Scene Text Detection and Tracking, IEEE Transactions on Multimedia (TMM), pp 1137-1152, 2015.
  46. N. Sharma, P. Shivakumara, U. Pal, M. Blumenstein and c. L. Tan, A Piece-Wise Linearity based Approach for Text Frame Classification in Video, Pattern Recognition 48, 2015, pp 862-881-Q1.
  47. P. Shivakumara, Z. Yuan, D. Zhao, L. Tong and C. L. Tan, New Gradient-Spatial-Structural-Features for Video Script Identification, Computer Vision and Image Understanding (CVIU)130, 2015 pp 35-53-Q2
  48. S. Roy, P. Shivakumara, P. P. Roy, U. Pal and C. L. Tan, Bayesian Classifier for Multi-Oriented Video Text Recognition System, Expert Systems with Applications (ESWA),2015, pp 5554-5566-Q1.
  49. S. Tian, P. Shivakumara, T. Q. Phan and C. L. Tan, Character Shape Restoration System through Medial Axis Points in Video,Neurocomputing, 2015, pp 183-198-Q1.
  50. T. Lu, Y. Jin, F. Su, P. Shivakumara and C. L. Tan, Content-Oriented Multimedia Document Understanding Through Cross-Media Correlation, Multimedia Tools and Applications(MTA), June 2015, pp 8105-8135 - Q2
  51. V. Khare. P. Shivakumara and P. Raveendran, A New Histogram Oriented Moments Descriptor for Multi- Oriented Moving Text Detection in Video, Expert Systems with Applications (ESWA), 42, 2015, pp 7627- 7640-Q1.
  52. Y. Wu, P. Shivakumara, T. Lu and U. Pal, A New Ring Radius Transform based Thinning Method for Multi- Oriented Video Characters, International Journal of Document Analysis and Recognition (IJDAR),Volume 18, Issue 2, 2015, pp 137-151-Q2.
  53. A. Risnumawan, P. Shivakumara, C. S. Chan and C. L. Tan, A Robust Arbitrary Text Detection System for Natural Scene Images, Expert Systems with Applications (ESWA),41, 2014, pp 8027-8048-Q1.
  54. P. Shivakumara, A. Dutta, C. L. Tan and U. Pal, Multi- Oriented Scene Text Detection in Video based on Wavelet and Angle Projection Boundary Growing, Multimedia Tools and Applications (MTA), Springer- Verlag, Volume 72, September 2014, pp 515-539-Q2
  55. T. Q. Phan, P. Shivakumara, S. Bhowmick, S. Li, C. L. Tan and U. Pal, Semi-Automatic Ground Truth Generation for Text Detection and Recognition in Video Images, IEEE Transactions on Circuits and Systems for Video Technology (CSVT), 2014, Vo. 24, No. 8, pp 1277- 1287-Q1.
  56. P. Shivakumara, T. Q. Phan, S. Lu and C. L. Tan, Gradient Vector Flow and Grouping based Method for Arbitrarily- Oriented Scene Text Detection in Video Frames, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)-(Q2)
  57. Palaiahnakote Shivakumara, Trung Quy Phan, Souvik Bhowmick, Chew Lim Tan, Umapada Pal: A novel ring radius transform for video character reconstruction. Pattern Recognition 46(1): 131-140 (2013) (Q1)
  58. R. Hunag, P. Shivakumara, Y. Feng and S. Uchida, Scene Character Detection and Recognition with Cooperative Multiple Hypothesis Framework, The Institute of Electronics, Information and Communication Engineers (IEICE)
  59. Palaiahnakote Shivakumara, Deepu Rajan, Suresh Anand Sadananthan: New Edge Characteristics for Scene and Object Classification. IJPRAI 26(1) (2012) (Q4)
  60. Palaiahnakote Shivakumara, Rushi Padhuman Sreedhar, Trung Quy Phan, Shijian Lu, Chew Lim Tan: Multioriented Video Scene Text Detection Through Bayesian Classification and Boundary Growing. IEEE Trans. Circuits Syst. Video Techn. 22(8): 1227-1235 (2012) (Q2)
  61. P. Shivakumara, Trung Quy Phan, Chew Lim Tan: A Laplacian Approach to Multi-Oriented Text Detection in Video. IEEE Trans. Pattern Anal. Mach. Intell. 33(2): 412-419 (2011) (Q1)
  62. P. Shivakumara, G. Hemantha Kumar, D. S. Guru, P. Nagabhushan: Sliding window based approach for document image mosaicing. Image Vision Comput. 24(1): 94-100 (2006) (Q1)
  63. P. Shivakumara, G. Hemantha Kumar: A novel boundary growing approach for accurate skew estimation of binary document images. Pattern Recognition Letters 27(7): 791- 801 (2006) (Q3)
  64. S. Noushath, G. Hemantha Kumar, P. Shivakumara: (2D)2LDA: An efficient approach for face recognition. Pattern Recognition 39(7): 1396-1400 (2006) (Q1)
  65. S. Noushath, G. Hemantha Kumar, P. Shivakumara: Diagonal Fisher linear discriminant analysis for efficient face recognition. Neurocomputing 69(13-15): 1711-1716 (2006) (Q2)
Books
  1. Shivakumara, P and Umapada, Pl, (2021). Cognitively Inspired Video Text Processing. Springer, Springer, London Ltd., 236 Gray's Inn Road, London WC1X 8HB, United Kingdom, pp 1-275.
  2. T. Lu, P. Shivakumara, C. L. Tan and Wenyin Liu, Advances in Computer Vision and Pattern Recognition- Series, Video text detection, London Ltd., 236 Gray's Inn Road, London WC1X 8HB, United Kingdom, 2014.
Chapter in Books
  1. P. Shivakumara, G. Hemantha Kumar, D. S. Guru, P. Nagabhushan: Fourier Transform Based Column-Block and Row-Block Matching Procedure for Document Image Mosaicing. Fuzzy Logic and Applications, Lecture Notes in Computer Science, Springer-Verlag Berlin Heidelberg, Volume 2955, 240-254. (ISI index)

RESEARCH PROJECT


National
  1. 2020 - 2023, RU Geran - Fakulti Program
    Novel Method For Altered Handwriting Text Detection ( Principal Investigator(PI))
  2. 2020 - 2023, Fundamental Research Grant Scheme (FRGS)
    A New Fractal Series Expansion Based Method For Text Detection And Recognition In Low Light Natural Scene ( Principal Investigator(PI))
  3. 2020 - 2022, RU Geran - Fakulti Program
    Novel Approach for Image Forgery Detection based on Deep Learning ( Co-Researcher)
  4. 2020 - 2022, Fundamental Research Grant Scheme (FRGS)
    A New Fractal Series Expansion based Method for Text Detection and Recognition in Low Light Natural Scene ( Principal Investigator(PI))
  5. 2020 - 2021, Program Rakan Penyelidikan UM
    Fake and Social Threat Information Detection in Social Media , GPF096A-2020, GPF096B-2020 and GPF096C-2020), University of Malay (UM), Malaysia, 100, 000 RM. PI: P. Shivakumara. ( Principal Investigator(PI))
  6. 2019 - 2020, Geran Penyelidikan Universiti Malaya (UMRG)
    A NEW MULTI-MODAL FRAME-WORK FOR FAMILY AND NON-FAMILY IDENTIFICATION APPLICATIONS TO FORENSIC AND SECURITY ( Principal Investigator(PI))
International
  1. 2019 - 2022, International-External Grant from Norway.
    REliable mulTi-media SeRvices for trustworthy sociAl networKs (RETRAK) ( Consultant)
  2. 2020 - 2022, International Funding
    Oblique Angle Oriented License Plate Number/Text Detection and Recognition in Drone Video Images ( Principal Investigator(PI))
  3. 2013 - 2018, International Fund from China
    Exploring Temporal Information for Text Detection and Recognition in Video ( Consultant)
  4. 2014 - 2018, International Fund from India
    Video Text Understanding ( Consultant)
  5. 2014 - 2016, International Fund from China
    Video Text Classification and Recognition ( Consultant)

CONSULTANCY PROJECT


  • Outstanding Reviewer, Journal
    01 Jul 2019 - 01 Jul 2029 (International)
  • Reviewer, Journal
    01 Jul 2019 - 01 Jul 2021 (International)
  • Research Expert, MIMOS
    01 Dec 2019 - 01 Dec 2020 (National)
  • Resource Person, India
    01 Jul 2019 - 01 Jul 2020 (International)
  • Pcm, Journal Organization
    01 Jul 2019 - 01 Jul 2020 (International)
  • Editorial Board Member, Journal
    01 Jul 2019 - 01 Jul 2020 (National)
  • Visiting Academics, MIMOS
    01 Jan 2014 - 01 Jan 2016 (National)

PAPER PRESENTED


ORAL PRESENTER
  1. EAU-Net: A New Edge-Attention Based U-Net for Nationality Identification, International Conference on Frontier Handwritten Recognition (ICFHR), IIIT-Hyederabad (International) (05 Dec 2022 - 07 Dec 2022)
  2. SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition, European Conference on Computer Vision (ECCV), Israel Institute of Technology  (International) (23 Oct 2022 - 27 Oct 2022)
  3. TWD: A New Deep E2E Model for Text Watermark/Caption and Scene Text Detection in Video, International Conference on Pattern Recognition (ICPR), IEEE Computer Society  (International) (21 Aug 2022 - 25 Aug 2022)
  4. RDMMLND: A New Robust Deep Model for Multiple License Plate Number Detection in Video , International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), University of Paris (International) (01 Jun 2022 - 03 Jun 2022)
  5. A New Deep Fuzzy based MSER Model for Multiple Document Images Classification, International Conference on Pattern Recognition and Artificial intelligence (ICPRAI), University of Paris  (International) (01 Jun 2022 - 03 Jun 2022)
  6. DCINN: Deformable Convolution and Inception Based Neural Network for Tattoo Text Detection through Skin Region, International Conference on Document Analysis and Recognition , Andreas and Marcus  (International) (08 Sep 2021 - 08 Sep 2021)
  7. A Connected Component-based Deep Learning Model for Multi-Type Struck-Out Component Classification, International Conference on Document Analysis and Recognition , Andreas, Marcus  (International) (06 Sep 2021 - 06 Sep 2021)
  8. ARNet: Active-Reference Network for Few-shot Image Semantic Segmentation, International Conference on Multimedia Expo, ICME General Committee  (International) (05 Jul 2021 - 09 Jul 2021)
  9. New Moments based Fuzzy Similarity Measure for Text Detection in Distorted Social Media Images, Asian Conference on Pattern Recognition (ACPR 2019), ACPR (International) (26 Nov 2019 - 29 Nov 2019)
  10. A New Forged Handwriting Detection Method based on Fourier Spectral Density and Variation, Asian Conference on Pattern Recognition (ACPR), ACPR (International) (26 Nov 2019 - 29 Nov 2019)
  11. A New U-Net based License Plate Enhancement Model in Night and Day Images, Asian Conference on Pattern Recognition , ACPR (International) (26 Nov 2019 - 29 Nov 2019)
  12. A Spatial Density and Phase Angle based Correlation for Multi-Type Family Photo Identification, Asian Conference on Pattern Recognition (ACPR), ACPR (International) (26 Nov 2019 - 29 Nov 2019)
  13. Structure Function based Transform Features for Behavior-Oriented Social Media Image Classification, Asian Conference on Pattern Recognition (ACPR), ACPR (International) (26 Nov 2019 - 29 Nov 2019)
  14. A Deep Jersey-Bib Number/Text Recognition in Sports and Marathon Images , International Conference on Document Analysis and Recognition , ICDAR (International) (26 Sep 2019 - 30 Aug 2019)
  15. Age Estimation using Disconnectedness Features in Handwriting , International Conference on Document Analysis and Recognition , IcDAR (International) (26 Sep 2019 - 30 Sep 2019)
  16. A Text-context-aware CNN Network for Multi-oriented and Multi-language Scene Text Detection , International Conference on Document Analysis and Recognition , ICDAR (International) (26 Sep 2019 - 30 Sep 2019)
  17. Sharpness and Contrast Features for Word-Wise Image Type Classification, K. S. Raghunandan, P. Shivakumara, G. Hemantha Kumar, U. Pal and T. Lu, Sharpness and Contrast Features for Word-Wise Image Type Classification, The 4th Asian Conference on Pattern Recognition (ACPR), November 26-29, Nanjing, China, pp 103-108, 2017., The 4th Asian Conference on Pattern Recognition (ACPR) (International) (26 Nov 2017 - 29 Nov 2017)
  18. Compressing YOLO by Compressive Sensing, Y. Wu, Z. Meng. P. Shivakumara and T. Lu, Compressing YOLO by Compressive Sensing. The 4th Asian Conference on Pattern Recognition (ACPR), November 26-29, Nanjing, China, pp 19-24, 2017. , The 4th Asian Conference on Pattern Recognition (ACPR) (International) (26 Nov 2017 - 29 Dec 2017)
  19. Fourier-Residual for Printer Identification, W. Zhen, P. Shivakumara, T. Lu, M. Basavanna, U. Pal and M. Blumenstein, Fourier-Residual for Printer Identification, International Conference on Document Analysis and Recognition (ICDAR), November 10-15, Kyoto, Japan, pp 1114-1119, 2017. , International Conference on Document Analysis and Recognition (ICDAR) (International) (10 Nov 2017 - 15 Nov 2017)
  20. A New Temporal Integration for Word-Wise Scene and Caption Text Classification in Wavelet Domain, S. Roy, P. Shivakumara, U. Pal, T. Lu and A. W. B. A. Wahab, A New Temporal Integration for Word-Wise Scene and Caption Text Classification in Wavelet Domain, International Conference on Document Analysis and Recognition (ICDAR), November 10-15, Kyoto, Japan, pp 350-355, 2017. , International Conference on Document Analysis and Recognition (ICDAR) (International) (10 Nov 2017 - 15 Nov 2017)
  21. A Robust Symmetry based Method for Scene/Video Text Detection through Convolutional Networks, Y. Wu, W. Wang, P. Shivakumara, and T. Lu, A Robust Symmetry based Method for Scene/Video Text Detection through Convolutional Networks, International Conference on Document Analysis and Recognition (ICDAR), November 10-15, Kyoto, Japan, pp 1249-1254, 2017. , International Conference on Document Analysis and Recognition (ICDAR) (International) (10 Nov 2017 - 15 Nov 2017)
  22. A New Fuzz-Mass Features for Video Type Categorization, S. Roy, P. Shivakumara, N. Jain, V. Khare, U. Pal and T. Lu, A New Fuzz-Mass Features for Video Type Categorization, International Conference on Document Analysis and Recognition (ICDAR), November 10-15, Kyoto, Japan, pp 838-843, 2017. , International Conference on Document Analysis and Recognition (ICDAR) (International) (10 Nov 2017 - 15 Nov 2017)
  23. A New Sharpness based Approach for Character Segmentation in License Plate Images , Asian Conference on Pattern Recognition (ACPR), ACPR (International) (03 Nov 2015 - 06 Nov 2015)
  24. Text Detection in Born-Digital Images by Mass Estimation, Asian Conference on Pattern Recognition (ACPR), ACPR (International) (03 Nov 2015 - 06 Nov 2015)
  25. New Texture-Spatial Features for Keyword Spotting in Video Images, Asian Conference on Pattern Recognition (ACPR) (International) (03 Nov 2015 - 06 Nov 2015)
  26. A New Multi-Spectral Fusion Method for Degraded Video Text Frame Enhancement, Pacific-Rim Conference on Multimedia (PCM) (International) (16 Sep 2015 - 16 Sep 2015)
  27. A new Multi-Modal Technique for Bib Number/Text Detection in Natural Images, Pacific-Rim Conference on Multimedia (PCM) (International) (16 Sep 2015 - 19 Sep 2015)
  28. A New Method based on Bag of Filters for Character Recognition in Natural Scene Images by Learning, International Conference on Document Analysis and Recognition (ICDAR) (International) (23 Aug 2015 - 26 Aug 2015)
  29. A New Wavelet-Laplacian Method for Arbitrarily-Oriented Character Segmentation in Video Text Lines, International Conference on Document Analysis and Recognition (ICDAR) (International) (23 Aug 2015 - 26 Aug 2015)
  30. Multi-Oriented Moving Text Detection, V. Khare. P. Shivakumara and P. Raveendran, International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), SARAWAK, Malaysia, December 1-4, 2014 (International) (01 Dec 2014 - 04 Dec 2014)
  31. Multi-Oriented Text Detection for Intra-Frame in H.264/AVC Compressed Video, K. Minemura, P. Shivakumara and K. S. Wong, Multi-Oriented Text Detection for Intra-Frame in H.264/AVC Compressed Video, International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), SARAWAK, Malaysia, December 1-4, 2014. (International) (01 Nov 2014 - 04 Dec 2014)
  32. Optical Flow based Dynamic Curved Video Text Detection, P. Shivakumara, M. Lubani, K. S. Wong and T. Lu, Optical Flow based Dynamic Curved Video Text Detection, International Conference on Image Processing (ICIP), October 27-30, 2014, Paris, France, pp 1668-1672.  (International) (27 Oct 2014 - 30 Oct 2014)
  33. A Novel Fusion based Multi-Oriented Text Detection Method in Intra-Frame f H.264/AVC Compressed Video, K. Minemura, P. Shivakumara and K. S. Wong, A Novel Fusion based Multi-Oriented Text Detection Method in Intra-Frame f H.264/AVC Compressed Video, Image Electronics and Visual Computing Workshop (IEVCW), October 7-10, 2014.  (International) (07 Oct 2014 - 10 Oct 2014)
  34. A Novel Topic-Level Random Walk Framework for Scene Image Co-Segmentation, Zehuan, T. Lu, P. Shivakumara, A Novel Topic-Level Random Walk Framework for Scene Image Co-Segmentation, European Conference on Computer Vision (ECCV), Zurich, September 6-12, 2014, pp 695-709.  (International) (06 Sep 2014 - 12 Sep 2014)
  35. Anomaly Detection through Spatio-Temporal Context Modeling in Crowded Scenes, T. Lu, L. Wu, X. Ma, P. Shivakumara, C. L. Tan, Anomaly Detection through Spatio-Temporal Context Modeling in Crowded Scenes, International Conference on Pattern Recognition (ICPR), August 24-28, 2014, Sweden, pp 2203-2208.  (International) (24 Aug 2014 - 28 Aug 2014)
  36. Graphics and Scene Text Classification in Video, J. Xu, P. Shivakumara, T. Lu, T. Q. Phan and C. L. Tan, Graphics and Scene Text Classification in Video, International Conference on Pattern Recognition (ICPR), August 24-28, 2014, Sweden, pp 4714-4719. (International) (24 Aug 2014 - 28 Jan 2015)
  37. Discrete Wavelet Transform and Gradient Difference based Approach for Text Localization and in Videos, B. H. Shekar, M. L. Smitha and P. Shivakumara, Discrete Wavelet Transform and Gradient Difference based Approach for Text Localization and in Videos, Fifth International Conference on Signal and Image Processing (ICSIP), 2014, pp 280-284.  (International) (24 Aug 2014 - 28 Aug 2014)
  38. 2D and 3D Video Scene Text Classification, J. Xu, P. Shivakumara, T. Lu and C. L. Tan, 2D and 3D Video Scene Text Classification, International Conference on Patten Recognition (ICPR), August 24-28, 2014, Sweden, pp 2932-2937. (International) (24 Aug 2014 - 28 Aug 2014)
  39. Gradient-Angular-Features for Word-Wise Video Script Identification, P. Shivakumara, N. Sharma, U. Pal, M. Blumenstein and C. L. Tan, Gradient-Angular-Features for Word-Wise Video Script Identification, International Conference on Patten Recognition (ICPR), August 24-28, 2014, Sweden, pp 3098-3103. (International) (24 Aug 2014 - 28 Aug 2014)
  40. Sharpness based Method for Lung Cancer Cell Identification, B. K. Sachin, P. Shivakumara, M. Basavanna and C. K. Roopa, Sharpness based Method for Lung Cancer Cell Identification, International Multi-conference on Information Processing (IMCIP), July 25-27, 2014, Bangalore, India, pp 7-12.  (International) (25 Jul 2014 - 27 Jul 2014)
  41. Text Detection using Delaunay Triangulation in Video Sequence, L. Wu, P. Shivakumara, T. Lu and C. L. Tan, Text Detection using Delaunay Triangulation in Video Sequence, International Conference Workshop on Document Analysis Systems (DAS), 2014, April 7-10, France, pp 41-45. (International) (07 Apr 2014 - 10 Apr 2014)
  42. A New Laplacian Method for Arbitrarily-Oriented Word Segmentation in Video, P. Shivakumara, M. Suhil, D. S. Guru and C. L. Tan, A New Laplacian Method for Arbitrarily-Oriented Word Segmentation in Video, International Conference Workshop on Document Analysis Systems (DAS), 2014, April 7-10, France, pp 339-343.  (International) (07 Apr 2014 - 10 Apr 2014)
  43. Separation of Graphics (Superimposed) and Scene Text in Video Frames, P. Shivakumara, N. V. Kumar, D. S. Guru and C. L. Tan, Separation of Graphics (Superimposed) and Scene Text in Video Frames, International Conference Workshop on Document Analysis Systems (DAS), 2014, April 7-10, France, pp 344-348.  (International) (07 Apr 2014 - 10 Apr 2014)
KEYNOTE SPEAKER
  1. Forged Text Detection in Video, Scene and Document Images, International Conference on Emerging Trends in Computer Science and Technology , Srinivas Engineering College  (International) (18 Jun 2021 - 19 Jun 2021)

ACADEMIC/PROF. SERVICES


Evaluation
  1. (2022) Evaluating The Contribution, International, (Internal Examiner)
  2. (2022) Review, International, (Reviewer)
  3. (2022) Review, International, (Reviewer)
  4. (2022) Submitting The Review Report, International, (Reviewer)
  5. (2022) Reviewing The Paper, International, (Reviewer)
  6. (2022) Reviewing The Paper, International, (Reviewer)
  7. (2022) International Conference On Acm Multimedia (Acmmm)-2022, International, (Reviewer)
  8. (2022) International Conference On Pattern Recognition, International, (Reviewer)
  9. (2022) Submitting The Review Report, International, (Reviewer)
  10. (2022) Submitting The Review Report, International, (Reviewer)
  11. (2021) Reviewing Paper for Grading, International, (Reviewer)
  12. (2021) Reviewing The Papers, International, (Reviewer)
  13. (2021) Reviewing Papers for Grading, International, (Reviewer)
  14. (2020) Automatic method for multispeaker environment, (External Examiner)
  15. (2020) Pattern Recognition , (Editor)
  16. (2020) Served as a PCM for the conference , (Advisory Committee)
  17. (2020) Thesis evaluation , (Scientific Committee)
  18. (2020) External examiner , (Internal Examiner)
  19. International Journal on Document Analysis and Recognition (IJDAR). , (Reviewer)
  20. Pattern Recognition Letters (PRL), (Reviewer)
  21. Information Sciences (IS), (Reviewer)
  22. IEEE Transaction on Cybernetics (TCy), (Reviewer)
  23. Journal of Parallel and Distributed Computing (JPDC), (Reviewer)
  24. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), (Reviewer)
  25. Multimedia Tools and Applications (MTAP) , (Reviewer)
  26. IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI) , (Reviewer)
  27. Signal, Image and Video Processing (SIVP), (Reviewer)
  28. Applied Soft Computing (ASC), (Reviewer)
  29. Pattern Recognition (PR) , (Reviewer)
  30. Future Generation Computer Systems (FGCS), (Reviewer)
  31. Frontiers of Computer Sciences (FCS), (Reviewer)
  32. Expert Sytems with Applications (ESWA), (Reviewer)
  33. Human-Centric Computing and Information Sciences (HCIS), (Reviewer)
  34. ETRI, (Reviewer)
  35. IEEE Access, (Reviewer)
  36. IEEE Transactions on Image Processing (TIP) , (Reviewer)
  37. Neurocomputing (NEUCOM) , (Reviewer)
Contribution to external organisation
  1. (2024) Special Lecture to The Students, International, (Resource Person)
  2. (2022) Delivering Special Talk, International, (Resource Person)
  3. (2022) Delivering Keynote, International, (Resource Person)
  4. (2022) Delivering Talk On Special Topic, International, (Resource Person)
  5. (2022) Discussing With Research Scholars, International, (Resource Person)
  6. (2022) Discussion With Research Scholars, International, (Resource Person)
  7. (2022) Discussion On Collaboration Work, International, (Resource Person)
  8. (2022) Delivering Special Lecture, International, (Resource Person)
Mentoring
  1. (2022) Supervising, International, (Mentor)

SUPERVISION


Postgraduate Student
PhD/ Doctoral
  1. (2022) GPF096B-2020 A New Technique for Forged Text Detection and Recognition in Distorted Social Media Images, Sania Mushtaq
  2. (2022) HARDWARE IMPLEMENTATION OF THE SOC ESTIMATION (LITHIUM-ION BATTERY) BY USING FPGA., Sachin Chandravadan Karad
  3. (2020) FRACTAL AND EDGE-BASED TECHNIQUES FOR KIDNEY ENHANCEMENT AND SEGMENTATION ON MAGNETIC RESONANCE IMAGES (MRI, ALA'A RATEB MAHMOUD AL-SHAMASNEH
  4. (2015) Visual Sensor Networks, Maryam Asadzadehkaijahi
  5. (2015) Scene Text Recognition in Video, Sangheeta Roy
  6. (2015) Detection of Multi-Oriented Text in Video, Vijeta Khare
  7. (2014) Prediction Of Hammerrage In Ct Scan Images, Muhammad Arif
  8. (2014) Prediction of Hammerrage in CT Scan Images, Mr. Muhammad Arif
  9. (2013) Object Detection and Classification, Mr. Zehuan Yuan
Master
  1. (2023) Deep Learning Models for Oil Palm Tree Detection, Classification and Disease Identification in Drone Images, SHENG SIANG LEE
  2. (2021) altered handwriting text detection through nationality identification, Sittravell Sevasundram
  3. (2020) A DISCRETE COSINE COEFFICIENTS AND FOURIER SPECTRUM BASED APPROACH FOR FORGED TEXT DETECTION IN VIDEO SCENE AND DOCUMENT IMAGES, LOKESH KISHOR NANDANWAR
  4. (2015) Multimodal for Person Identification, Sharmila Devi Krishanan
  5. (2015) Affective Computing Based on Response Design: One Site for all Devices, Keethaanjali a/p Muniandy
  6. (2013) Text detection and recognition through tracking, Mr. Liang Wu
  7. (2013) Multispectral Models for Text Detection in Video, Mr. Guozhu Liang
  8. (2013) Classification of Video text type, Mr. Jiamin Xu

TEACHING


Master
  1. (2022) WQD7007 - Big Data Management
  2. (2021) WQD7007 - Big Data Management
  3. (2021) WQD7007 - Big Data Management
  4. (2019) WOA7010 - Computer Graphics and 3d Animation Technology
  5. (2018) WOA7001 - Advanced Algorithms
Bachelor
  1. (2022) WIG3006 - Digital Video Processing
  2. (2021) WIG2002 - Computer Graphics
  3. (2021) WIG3006 - Digital Video Processing
  4. (2021) WIB3001 - Industrial Training
  5. (2021) WIB3003 - Academic Project Ii
  6. (2021) WIG3006 - Digital Video Processing
  7. (2020) WIG2002 - Computer Graphics
  8. (2020) WIG3006 - Digital Video Processing
  9. (2019) WIG2002 - Computer Graphics

PATENT/IPR


  • A Novel Deep Convolutional Neural Network for Tattoo Text Detection in Images (IP:2021104831)
    Software (International)
  • A Video Text Recognizing System
    PATENT

SOCIAL RESPONSIBILITY ACTIVITIES


  • I Am Program Committee Member of This Conference, (04 Nov 2022 - 07 Nov 2022) (International)
  • I Am Program Committee Member, (23 Oct 2022 - 27 Oct 2022) (International)
  • I Am Reviewer for This Conference, (10 Oct 2022 - 14 Oct 2022) (International)
  • I Am Program Committee Member, (21 Aug 2022 - 25 Aug 2022) (International)
  • I Delivered Talk to The Faculties and Students, (06 Apr 2022 - 06 Apr 2022) (International)
  • Representing UM by Participating in International Conference (Icpr-2016), (04 Dec 2016 - 08 Nov 2016)
  • Participated in International Conference (Icfhr-2016), (23 Oct 2016 - 26 Oct 2016)
  • Served as Instructor for Students to Give Cues to Choose Projects, (17 Aug 2016 - 17 Aug 2016)
  • Program Committee Member of International Conference (Das-2016), (11 Apr 2016 - 14 Apr 2016)
  • Editor to Malaysian Journal of Computer Science (Mjcs), (01 Jan 2016 - 31 Dec 2016)
  • Member of Editorial Board of International Journal (Tallip), (01 Jan 2016 - 31 Dec 2016)
  • Top Reviewer Award from International Journal (Prl), (01 Jan 2016 - 31 Dec 2016)

COURSE ATTENDED


Internal / External Course
RESEARCH
  1. IMAGE INSCRIPTION & VIDEO TEXT PROCESSING, (26 Sep 2019 - 02 Oct 2019)
CONFERENCE
  1. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR)-2022, Montreal, Canada (20 Aug 2022 - 26 Aug 2022)