Curriculum Vitae

PERSONAL DETAILS

DR. SHIVAKUMARA PALAIAHNAKOTE

  • Associate Professor

  • Department of Computer System & Technology
    Faculty of Computer Science & Information Technology
  •    03-79672505
  •   shiva@um.edu.my

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 Senior Lecturer at 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 190 research papers in national, international conferences and journals. He has been serving as Associate Editor for Transactions on Asian Language Information Processing (TALLIP). 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 etc. His area of research includes video text understanding, document analysis, image processing and OCR related. 

ADMINISTRATIVE DUTIES
(Role),(Level),(Duration)
  • Associate Editor , International, 30/01/2019 to 30/01/2021
  • Associate Editor for MJCS Journal, University Malaya, 24/06/2015 to 27/02/2021
  • SUPERVISOR, Faculty, 01/08/2019 to 31/07/2020
  • Associate Editor For Asian and Low-Resource Language Information Processing (TALLIP) journal. , International, 12/02/2014 to 31/12/2020
  • Curriculum Review Committee Member, Faculty, 21/10/2014 to present
ACADEMIC QUALIFICATION
(Qualification),(Field),(Institution),(Year)
  • PhD(CompSc)(Mysore,India)2006, SAINS KOMPUTER, 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
MEMBERSHIPS
(Organisation),(Role),(Duration),(Level)
  • INDIAN UNIT F'OR PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, Life Member, Since 2019 (International)
  • IEEE Transactions , Active Member, 2019 to 2021 (International)
  • IEEE , Member, 2020 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)
SPECIALIZATION
(Area)
Area of Expertise
  • COGNITIVE SCIENCE (Video Text Extraction and Recognition)
  • TEACHING
    (Course Title),(Level of Study),(Institution),(Academic Session)
    Teaching
  • WOA7001 - ADVANCED ALGORITHMS, Master, University of Malaya (UM) (2018 - 1)
  • WIG2002 - COMPUTER GRAPHICS, Bachelor/First Degree, University of Malaya (UM) (2019 - S2)
  • WOA7010 - COMPUTER GRAPHICS AND 3D ANIMATION TECHNOLOGY, Master, University of Malaya (UM) (2019 - 1)
  • WIG2002 - COMPUTER GRAPHICS, Bachelor/First Degree, University of Malaya (UM) (2020 - S2)
  • WIG3006 - DIGITAL VIDEO PROCESSING, Bachelor/First Degree, University of Malaya (UM) (2020 - S1)
  • WIB3001 - INDUSTRIAL TRAINING, Bachelor/First Degree, University of Malaya (UM) (2021 - S1)
  • WIB3002 - ACADEMIC PROJECT I, Bachelor/First Degree, University of Malaya (UM) (2021 - S1)
  • WIB3003 - ACADEMIC PROJECT II, Bachelor/First Degree, University of Malaya (UM) (2021 - S1)
  • WIG3006 - DIGITAL VIDEO PROCESSING, Bachelor/First Degree, University of Malaya (UM) (2021 - S1)
  • WQD7007 - BIG DATA MANAGEMENT, Master, University of Malaya (UM) (2021 - S1)
  • Teaching Activity
  • WQD7007 - BIG DATA MANAGEMENT, Master, University Malaya (2021)
  • WIG2002 - COMPUTER GRAPHICS, Bachelor/First Degree, University Malaya (2021)
  • WIG3006 - DIGITAL VIDEO PROCESSING, Bachelor/First Degree, University Malaya (2021)
  • PUBLICATIONS
    (Title of publication in APA style)
    WoS
    2021
    • 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
    • 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
    • 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
    • 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
    • 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
    • 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
    • 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
    • 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
    2020
    • 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
    • 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
    • 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
    • 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
    • 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
    • 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
    • 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
    Refereed Journals
    2020
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • P. N. Chowdhury, P. Shivakumara, H. A. Jalab, R. W. Ibrahim, U. Pal and T. Lu, A New Fractal Series Expansion based Enhancement Model for License Plate Recognition, Signal Processing: Image Communication (SPIC)-Accepted (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    2019
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    2017
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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 (WoS)
    • 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. . (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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). (WoS)
    • 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). (WoS)
    • 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.. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    2016
    • 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 (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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 (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • A. S. Kavitha, P. Shivakumara, G. Hemantha Kumar and Tong LU, Text Line Segmentation in Degraded Historical Document Images, Egyptian Informatics Journal, Accepted-Q3. (WoS)
    • 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. (WoS)
    • V. Khare. P. Shivakumara, P. Raveendran and M. Blumenstein, Arbitrarily-Oriented-Multi-Lingual Text Detection in Video. Multimedia Tools and Applications (MTA)-Accepted-Q2. (WoS)
    • 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. (WoS)
    • 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 (WoS)
    2015
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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. (WoS)
    • 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 (WoS)
    • 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. (WoS)
    • 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 (WoS)
    • 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 (WoS)
    • 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. (WoS)
    2014
    • 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. (WoS)
    • 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. (WoS)
    • 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 (WoS)
    2013
    • 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) (WoS/SCOPUS)
    • 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) (WoS)
    • 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) (WoS)
    2012
    • Palaiahnakote Shivakumara, Deepu Rajan, Suresh Anand Sadananthan: New Edge Characteristics for Scene and Object Classification. IJPRAI 26(1) (2012) (Q4) (WoS/SCOPUS)
    • 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) (WoS/SCOPUS)
    2011
    • 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) (WoS/SCOPUS)
    2006
    • S. Noushath, G. Hemantha Kumar, P. Shivakumara: Diagonal Fisher linear discriminant analysis for efficient face recognition. Neurocomputing 69(13-15): 1711-1716 (2006) (Q2) (WoS/SCOPUS)
    • 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) (WoS/SCOPUS)
    • S. Noushath, G. Hemantha Kumar, P. Shivakumara: (2D)2LDA: An efficient approach for face recognition. Pattern Recognition 39(7): 1396-1400 (2006) (Q1) (WoS/SCOPUS)
    • 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) (WoS/SCOPUS)
    Book
    2021
    • 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.
    2014
    • 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.
    Book Chapter
    2006
    • 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
    (Project title),(Role),(Duration),(Level)
    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), 2020 - 2021 (National)
  • 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), 2020 - 2022 (National)
  • A New Fractal Series Expansion Based Method For Text Detection And Recognition In Low Light Natural Scene, Principal Investigator(PI), 01/11/2020 to 30/04/2023, Kementerian Pendidikan Tinggi (KPT) (Government)
  • International Funding
  • Oblique Angle Oriented License Plate Number/Text Detection and Recognition in Drone Video Images, Principal Investigator(PI), 2020 - 2022 (International)
  • International-External Grant from Norway.
  • REliable mulTi-media SeRvices for trustworthy sociAl networKs (RETRAK), Consultant, 2019 - 2022 (International)
  • 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), 2019 - 2020 (National)
  • International Fund from China
  • Video Text Classification and Recognition, Consultant, 2014 - 2016 (International)
  • Exploring Temporal Information for Text Detection and Recognition in Video , Consultant, 2013 - 2018 (International)
  • International Fund from India
  • Video Text Understanding, Consultant, 2014 - 2018 (International)
  • RU Geran - Fakulti Program
  • Novel Method for Altered Handwriting Text Detection, Principal Investigator(PI), 15/09/2020 to 14/09/2022, Research University (Government)
  • Novel Approach for Image Forgery Detection based on Deep Learning, Co-Researcher, 15/09/2020 to 14/09/2022, Research University (Government)
  • SUPERVISION
    External Supervision
    (Title of Thesis),(Name of Candidates),(Institution),(Academic Level)
    Ongoing
    • Multispectral Models for Text Detection in Video, Mr. Guozhu Liang (Post Graduate Student)
    • Object Detection and Classification, Mr. Zehuan Yuan (Post Graduate Student)
    • Classification of Video text type, Mr. Jiamin Xu (Post Graduate Student)
    • Text detection and recognition through tracking, Mr. Liang Wu (Post Graduate Student)
    Postgraduate Student
    (Title of Thesis),(Name of Candidates),(Institution),(Academic Level)
    Ongoing
    • Prediction of Hammerrage in CT Scan Images, Mr. Muhammad Arif, University of Malaya (UM) (Post Graduate Student)
    • Scene Text Recognition in Video, Sangheeta Roy, University of Malaya (UM) (Post Graduate Student)
    • Multimodal for Person Identification, Sharmila Devi Krishanan, University of Malaya (UM) (Post Graduate Student)
    • Detection of Multi-Oriented Text in Video, Vijeta Khare, University of Malaya (UM) (Post Graduate Student)
    • Visual Sensor Networks, Maryam Asadzadehkaijahi, University of Malaya (UM) (Post Graduate Student)
    • Affective Computing Based on Response Design: One Site for all Devices, Keethaanjali a/p Muniandy, University of Malaya (UM) (Post Graduate Student)
    • Prediction Of Hammerrage In Ct Scan Images, Muhammad Arif, University of Malaya (UM) (Post Graduate Student)
    • GPF096B-2020 A New Technique for Forged Text Detection and Recognition in Distorted Social Media Images, Sania Mushtaq, University of Malaya (PhD)
    • Deep Learning Models for Oil Palm Tree Detection, Classification and Disease Identification in Drone Images, Sheng Siang Lee, University of Malaya (MASTER)
    Completed
    • FRACTAL AND EDGE-BASED TECHNIQUES FOR KIDNEY ENHANCEMENT AND SEGMENTATION ON MAGNETIC RESONANCE IMAGES (MRI, ALA'A RATEB MAHMOUD AL-SHAMASNEH, University of Malaya (PhD)
    • A DISCRETE COSINE COEFFICIENTS AND FOURIER SPECTRUM BASED APPROACH FOR FORGED TEXT DETECTION IN VIDEO SCENE AND DOCUMENT IMAGES, LOKESH KISHOR NANDANWAR, University of Malaya (MASTER)
    Other
    • altered handwriting text detection through nationality identification, Sittravell Sevasundram, University of Malaya (MASTER)
    PATENT/IPR
    (Product Name),(Type),(Level)
    • A Video Text Recognizing System, PATENT
    SOCIAL RESPONSIBILITY ACTIVITIES
    (Contribution to Society),(Duration),(Level)
    • Representing UM by participating in International Conference (ICPR-2016), 04/12/2016 to 08/11/2016
    • Participated in International Conference (ICFHR-2016), 23/10/2016 to 26/10/2016
    • Served as Instructor for students to give cues to choose projects, 17/08/2016 to 17/08/2016
    • Program Committee Member of International Conference (DAS-2016), 11/04/2016 to 14/04/2016
    • Top Reviewer Award from International Journal (PRL), 01/01/2016 to 31/12/2016
    • Member of Editorial Board of International Journal (TALLIP), 01/01/2016 to 31/12/2016
    • Editor to Malaysian Journal of Computer Science (MJCS), 01/01/2016 to 31/12/2016
    ACADEMIC/PROFESSIONAL SERVICES
    Academic/Professional Services
    (Contribution),(Duration),(Level),(Role)
  • Reviewing paper for grading, 23/07/2021 to 27/07/2021, International, (Reviewer)
  • Reviewing the papers, 02/05/2021 to 17/10/2021, International, (Reviewer)
  • Reviewing papers for grading, 28/01/2021 to 21/12/2021, International, (Reviewer)
  • Evaluation Activity
    (Activity),(Duration),(Category)
  • International Journal on Document Analysis and Recognition (IJDAR). ,   (Article in Journal)
  • Pattern Recognition Letters (PRL),   (Article in Journal)
  • Information Sciences (IS),   (Article in Journal)
  • IEEE Transaction on Cybernetics (TCy),   (Article in Journal)
  • Journal of Parallel and Distributed Computing (JPDC),   (Article in Journal)
  • IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI),   (Article in Journal)
  • Multimedia Tools and Applications (MTAP) ,   (Article in Journal)
  • IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI) ,   (Article in Journal)
  • Signal, Image and Video Processing (SIVP),   (Article in Journal)
  • Pattern Recognition (PR) ,   (Article in Journal)
  • Future Generation Computer Systems (FGCS),   (Article in Journal)
  • Frontiers of Computer Sciences (FCS),   (Article in Journal)
  • Applied Soft Computing (ASC),   (Article in Journal)
  • Expert Sytems with Applications (ESWA),   (Article in Journal)
  • Human-Centric Computing and Information Sciences (HCIS),   (Article in Journal)
  • ETRI,   (Article in Journal)
  • IEEE Access,   (Article in Journal)
  • IEEE Transactions on Image Processing (TIP) ,   (Article in Journal)
  • Neurocomputing (NEUCOM) ,   (Article in Journal)
  • Automatic method for multispeaker environment, 2020 to 2021 (Thesis)
  • Pattern Recognition , 2020 to 2022 (Article in Journal)
  • Served as a PCM for the conference , 2020 to 2021 (Conference )
  • Thesis evaluation , 2020 to 2022 (Panel for the thesis evaluation )
  • External examiner , 2020 to 2021 (Thesis)
  • AWARD AND STEWARDSHIP
    (Name of Award/Stewardship),(Awarding Institution),(Year Awarded),(Type of Award)
    • Reviewrer, Transactions on Industrial Electronics , 2020 (RESEARCH)
    • Reviewer , CUPS, 2020 (RESEARCH)
    • Best Reviewer , Engineering and Applied Science Research , 2020 (RESEARCH)
    • Reviewer Recognition , ETRIJ Journal, 2020 (RESEARCH)
    • Outstanding Reviewer , IEEE Transactions on Multimedia , 2020 (RESEARCH)
    • Area Chair of ACMMM, ACM MM, 2020 (RESEARCH)
    • Area Chair of ACCV, ACCV, 2020 (RESEARCH)
    • Reviewer , ESWA, 2020 (RESEARCH)
    • Program committee Member , ICPRAI, 2020 (RESEARCH)
    • Reviewer , IJDAR, 2020 (RESEARCH)
    • Reviewer , IJPRAI, 2020 (RESEARCH)
    • Reviewer, MTAP, 2020 (RESEARCH)
    • Associate Editor , Pattern Recognition Journal, 2020 (RESEARCH)
    • Associate Editor , CAAI, 2019 (RESEARCH)
    • Area Chair, International Conference on Document Analysis and Recognition (ICDAR), 2019 (RESEARCH)
    • Associate Editor , Springier Nature Computer Science (SNCS), 2019 (RESEARCH)
    • Associate Editor , Pattern Recognition , 2019 (RESEARCH)
    • Editorial Board Member , CAAAI-China, 2019 (RESEARCH)
    • Program Committee Member (PCM) for International Workshop on Document Analysis Systems (DAS)-2018. , Organizing Committee of Conference. , 2017 (RESEARCH)
    • Area Chair for the International Conference on Document Analysis and Recognition (ICDAR) 2017. , Organizing Committee of Conference. , 2017 (RESEARCH)
    • Dynamic Indian of the Millenium , KG Foundation, KG Hospital, Coimbatore, India. , 2017 (RESEARCH)
    • Program Committee Member (PC), International Conference on Frontier Handwriting Recognition (ICFHR), 2016 (RESEARCH)
    • Program Committee Member (PC), International Workshop on Document Analysis Systems (DAS), 2016 (RESEARCH)
    • Program Committee Member (PC), International Conference on Document Analysis and Recognition (ICDAR), 2015 (RESEARCH)
    • Top Reviewer, Pattern Recognition Letters, 2015 (RESEARCH)
    • Program Committee Member, IEEE International Conference on Advances in Electronics, Computers and Communications (ICAECC 2014),, 2014 (RESEARCH)
    • Program Committee Member, 2nd International Conference on Applied Information and Communications Technology (ICAICT 2014),, 2014 (RESEARCH)
    • Program Committee Member, The First International Conference on Soft Computing and Data Mining (SCDM), 2014, 2014 (RESEARCH)
    • Program Committee Member, International Conference Pattern Recognition (ICPR 2014), 2014 (RESEARCH)
    • Program Committee Member, IAPR Asian Conference on Pattern Recognition (ACPR 2013), 2014 (RESEARCH)
    • Program Committee Member, International Conference on Signal and Image Processing (ICSIP 2014), 2014 (RESEARCH)
    • Program Committee Member, International Workshop on Document Analysis and Systems (DAS 2014)., 2014 (RESEARCH)
    • Keynote Speaker, First International Conference on Advanced Data and Information Engineering, December 16-18, 2013. Kuala Lumpur, Malaysia., 2013 (RESEARCH)
    • Program Committee Member, International Conference on Document Analysis and Recognition (ICDAR 2013), 2013 (RESEARCH)
    • Program Committee Member, International Workshop on Document Analysis and Systems (DAS 2012)., 2012 (RESEARCH)
    • Program Committee Member, International Conference on Multimedia Processing, Communication and Computing Applications (ICMCCA 2012)., 2012 (RESEARCH)
    • Program Committee Member, International Conference on Document Analysis and Recognition (ICDAR 2011, 2011 (RESEARCH)
    CONSULTANCY PROJECT
    (Project title),(Organisation),(Duration),(Role),(Level)
    • Research Expert , MIMOS, 01/12/2019 to 01/12/2020 (National)
    • Outstanding Reviewer , Journal, 01/07/2019 to 01/07/2029 (International)
    • Reviewer , Journal , 01/07/2019 to 01/07/2021 (International)
    • Resource Person , India, 01/07/2019 to 01/07/2020 (International)
    • Editorial Board Member , Journal, 01/07/2019 to 01/07/2020 (National)
    • PCM, Journal Organization , 01/07/2019 to 01/07/2020 (International)
    • Visiting Academics , MIMOS, 01/01/2014 to 01/01/2016 (National)
    PAPER PRESENTED
    (Title),(Event),(Date Presented),(Organiser),(Level)
    ORAL PRESENTER
  • DCINN: Deformable Convolution and Inception Based Neural Network for Tattoo Text Detection through Skin Region, International Conference on Document Analysis and Recognition , 08/09/2021 to 08/09/2021, Andreas and Marcus  (International)
  • A Connected Component-based Deep Learning Model for Multi-Type Struck-Out Component Classification, International Conference on Document Analysis and Recognition , 06/09/2021 to 06/09/2021, Andreas, Marcus  (International)
  • ARNet: Active-Reference Network for Few-shot Image Semantic Segmentation, International Conference on Multimedia Expo, 05/07/2021 to 09/07/2021, ICME General Committee  (International)
  • Structure Function based Transform Features for Behavior-Oriented Social Media Image Classification, Asian Conference on Pattern Recognition (ACPR), 26/11/2019 to 29/11/2019, ACPR (International)
  • A New Forged Handwriting Detection Method based on Fourier Spectral Density and Variation, Asian Conference on Pattern Recognition (ACPR), 26/11/2019 to 29/11/2019, ACPR (International)
  • A New U-Net based License Plate Enhancement Model in Night and Day Images, Asian Conference on Pattern Recognition , 26/11/2019 to 29/11/2019, ACPR (International)
  • A Spatial Density and Phase Angle based Correlation for Multi-Type Family Photo Identification, Asian Conference on Pattern Recognition (ACPR), 26/11/2019 to 29/11/2019, ACPR (International)
  • New Moments based Fuzzy Similarity Measure for Text Detection in Distorted Social Media Images, Asian Conference on Pattern Recognition (ACPR 2019), 26/11/2019 to 29/11/2019, ACPR (International)
  • A Deep Jersey-Bib Number/Text Recognition in Sports and Marathon Images , International Conference on Document Analysis and Recognition , 26/09/2019 to 30/08/2019, ICDAR (International)
  • Age Estimation using Disconnectedness Features in Handwriting , International Conference on Document Analysis and Recognition , 26/09/2019 to 30/09/2019, IcDAR (International)
  • A Text-context-aware CNN Network for Multi-oriented and Multi-language Scene Text Detection , International Conference on Document Analysis and Recognition , 26/09/2019 to 30/09/2019, ICDAR (International)
  • 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. , 26/11/2017 to 29/12/2017, The 4th Asian Conference on Pattern Recognition (ACPR) (International)
  • 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., 26/11/2017 to 29/11/2017, The 4th Asian Conference on Pattern Recognition (ACPR) (International)
  • 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. , 10/11/2017 to 15/11/2017, International Conference on Document Analysis and Recognition (ICDAR) (International)
  • 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. , 10/11/2017 to 15/11/2017, International Conference on Document Analysis and Recognition (ICDAR) (International)
  • 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. , 10/11/2017 to 15/11/2017, International Conference on Document Analysis and Recognition (ICDAR) (International)
  • 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. , 10/11/2017 to 15/11/2017, International Conference on Document Analysis and Recognition (ICDAR) (International)
  • New Texture-Spatial Features for Keyword Spotting in Video Images, Asian Conference on Pattern Recognition (ACPR), 03/11/2015 to 06/11/2015 (International)
  • Text Detection in Born-Digital Images by Mass Estimation, Asian Conference on Pattern Recognition (ACPR), 03/11/2015 to 06/11/2015, ACPR (International)
  • A New Sharpness based Approach for Character Segmentation in License Plate Images , Asian Conference on Pattern Recognition (ACPR), 03/11/2015 to 06/11/2015, ACPR (International)
  • A New Multi-Spectral Fusion Method for Degraded Video Text Frame Enhancement, Pacific-Rim Conference on Multimedia (PCM), 16/09/2015 to 16/09/2015 (International)
  • A new Multi-Modal Technique for Bib Number/Text Detection in Natural Images, Pacific-Rim Conference on Multimedia (PCM), 16/09/2015 to 19/09/2015 (International)
  • A New Wavelet-Laplacian Method for Arbitrarily-Oriented Character Segmentation in Video Text Lines, International Conference on Document Analysis and Recognition (ICDAR), 23/08/2015 to 26/08/2015 (International)
  • 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), 23/08/2015 to 26/08/2015 (International)
  • 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, 01/12/2014 to 04/12/2014 (International)
  • 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., 01/11/2014 to 04/12/2014 (International)
  • 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. , 27/10/2014 to 30/10/2014 (International)
  • 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. , 07/10/2014 to 10/10/2014 (International)
  • 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. , 06/09/2014 to 12/09/2014 (International)
  • 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., 24/08/2014 to 28/08/2014 (International)
  • 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. , 24/08/2014 to 28/08/2014 (International)
  • 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., 24/08/2014 to 28/01/2015 (International)
  • 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. , 24/08/2014 to 28/08/2014 (International)
  • 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., 24/08/2014 to 28/08/2014 (International)
  • 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. , 25/07/2014 to 27/07/2014 (International)
  • 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., 07/04/2014 to 10/04/2014 (International)
  • 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. , 07/04/2014 to 10/04/2014 (International)
  • 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. , 07/04/2014 to 10/04/2014 (International)
  • KEYNOTE SPEAKER
  • Forged Text Detection in Video, Scene and Document Images, International Conference on Emerging Trends in Computer Science and Technology , 18/06/2021 to 19/06/2021, Srinivas Engineering College  (International)