Dr.Prabhakar C.J.
M.Tech., Ph.D.,
Associate Professor
Department of Computer Science
psajjan@yahoo.com

 
           

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  • Area Of Research

               
    SL # Topic
    1 Pattern Recognition, Computer and Machine Vision, Image and Video processing


    Journals Publications

               
    SL # Authors Title Impact Factor Publisher Year
    1 Arun Kumar H.D, Prabhakar C.J Vehicle Abnormality Detection and Classification using Model based Tracking 3.7 International Journal of Advanced Research in Computer Science 2017
    2 Thontadari, C, Prabhakar, C J Bag of Visual Words for Word Spotting in Handwritten Documents Based on Curvature Features 2.6 International Journal of Computer Science & Information Technology (IJCSIT):AIRCC 2017
    3 Thontadari C, Prabhkar C.J Segmentation Based Word Spotting Method for Handwritten Documents 2.5 International Journals of Advanced Research in Computer Science and Software Engineering : Advanced 2017
    4 Arun Kumar H.D, Prabhakar C.J Model based Technique for vehicle tracking in Traffic video using spatial local features" 2 Machine Learning and Applications: An International Journal (MLAIJ) ,AIRCC Publishing Corporation 2016
    5 Thontadari C, Prabhkar C.J Scale space Co-occurrence HOG features for word spotting in handwritten document image 2.1 International journal of computer vision and image processing(IJCVIP), IGI Publisher 2016
    6 S Nagaraja, CJ Prabhakar Low-Level Features for Image Retrieval based on Extraction of Directional Binary Patterns and its Oriented Gradients Histogram 2.2 International Journal of Computer Applications 2015
    7 Arun Kumar H.D, Prabhakar C.J Moving vehicle detection in traffic video using modified SXCS-LBP texture descriptor 2.1 International journal of computer vision and image processing(IJCVIP), IGI Publisher 2015
    8 TK Boaz, CJ Prabhakar Extraction of Scene Text Information from Video 2.1 International Journal of Image, Graphics and Signal Processing (IJIGSP) 2015
    9 Mohana S.H , Prabhakar C.J Automatic Detection of Surface Defects on Citrus Fruit based on Computer Vision Technique 2.1 International Journal of Image, Graphics and Signal Processing (IJIGSP) 2015
    10 TK Boaz, CJ Prabhakar Localization of Overlaid Text Based on Noise Inconsistencies 2 Advanced Computational Intelligence: An International Journal (ACII) 2015
    11 TK Boaz, CJ Prabhakar Segmentation and Alignment of Multi-Oriented and Curved Text Lines from Document Images 2 International Journal of Machine Intelligence (Bioinfo Publications) 2015
    12 K Jyothi, CJ Prabhakar Fusion of Intensity Image and Stereo Depth Map for Face Recognition based On Curvelet Transform 2.5 International Journal of Intelligence Systems 2014
    13 K Jyothi, CJ Prabhakar Multi modal Face Recognition Using Block Based Curvelet Feature 2.3 International Journal of Computer Graphics and Animation (IJCGA) 2014
    14 S Nagaraja, CJ Prabhakar, PPU Kumar Parallax Effect Free Mosaicing of Underwater Video Sequence Based on Texture Features 2.5 Signal and Image Processing: An International Journal (SIPIJ),AIRCC 2014
    15 Mohana S.H , Prabhakar C.J A Novel Technique for Grading of Dates using Shape and Texture Features 2.5 Machine Learning and Applica- tions: An International Journal (MLAIJ) 2014
    16 Mohana S.H , Prabhakar C.J Stem-Calyx Recognition of an Apple using Shape Descriptors 2.5 Signal and Image Processing: An International Journal (SIPIJ),AIRCC 2014
    17 S Nagaraja, CJ Prabhakar Face Recognition based on Texture Analysis using Robust Local Binary Pattern 2.6 Journal of Machine Learning Technologies 2013
    18 CJ Prabhakar, PUP Kumar Feature Tracking of Objects in Underwater Video Sequence 2.1 ACEEE International Journal on Information Technology 2012
    19 CJ Prabhakar 3 D Surface Reconstruction of Underwater Object 2 , International Journal of Computer Applications 2012
    20 CJ Prabhakar K Jyothi A Self Adaptability based Stereo Correspondence of Face Images using Wavelet 2 International Journal of Computer Applications 2012
    21 CJ Prabhakar, PUP Kumar An Image Based Technique for Enhancement of Underwater Images 2 International Journal of Machine Intelligence 2011

    Books

    SL # Authors Title Publisher Year
                           

    Book Chapters

    SL # Authors Title Publisher Year
    1 CJ Prabhakar, An overview of text information extraction form images Handbook of Research on Advanced Image Processing Techniques and Applications, IGI Global Inc. US 2016
    2 Mohana S.H , Prabhakar C.J Computer Vision based techniques for surface defect detection of apples Recent Ad- vances in Computer Vision and Image Processing: Methodologies and Applications", IGI Glo 2013
    3 CJ Prabhakar, PUP Kumar Image Enhancement and Restoration Methods for Underwater Images Recent Advances in Computer Vision and Image Processing: Methodologies and Applications 2013
    4 CJ Prabhakar, PUP Kumar 3 D Reconstruction of Underwater Natural Scenes and Objects using Stereo Vision 3 D Surface Geometry and Reconstruction: Developing Concepts and Applications IGI Global Inc., USA 2012
    5 CJ Prabhakar, Analysis of Face Space for Recognition using Interval-Valued Subspace Techniqu Cross-Disciplinary Applications of Artificial Intelligence and Pattern Recognition: Advancing Techno 2012
    6 CJ Prabhaka Color Invariant Feature Detection and Matching in Underwater Stereo Images" ignal and Image Processing, Springer LNEE 2012
    7 CJ Prabhakar Stereo Correspondence for Underwater Video Sequence using Graph Cut Frontiers of Intelligent Com- puting: Theory and Applications, Springer AISC 2012
    8 CJ Prabhakar Segment-based Stereo Correspondence of Face Images Using Wavelets Signal and Image Processing, Springer LNEE, Editors 2012
    9 CJ Prabhakar Adaptive Support Weight Based Stereo Correspondence Algorithm for Face Images Emerging Research in Electronics, Computer Science and Technology, Springer LNCS 2012
    10 CJ Prabhakar Face Recognition using Symbolic KPCA Plus Symbolic LDA in the framework of Symbolic Data Analysis: Symbolic Kernel Fisher Discriminant Method Advanced Concepts for Intelligent Vision Systems, Springer LNCS 2012
    11 CJ Prabhakar Modeling Uncertainty in Representation of Facial Features for Face Recognition Face Recognition Book Chap- ter, edited by: Kresimir Delac and Mislav Grgic, I Tech Educati 2007
    12 CJ Prabhakar Face Recognition Technique using Symbolic LDA Method Computer Vision, Graphics and Image Processing, Springer LNCS 2006
    13 CJ Prabhakar Face Recognition Technique using Symbolic PCA Method Computer Vision, Graphics and Image Processing, Springer LNCS 2005

    Conferences

    SL # Authors Title Organizer Year
    1 S Nagaraja, CJ Prabhakar Curvelet based CRLBP Texture Descriptor for Facial Expression Recognition International Conference on Applied and Theoretical Computing and Communication Technology 2015
    2 S Nagaraja, CJ Prabhakar Curvelet based Multi-resolution Analysis of Face Images for Recognition using Robust Local Binary Pattern Descriptor nternational Conference on Recent Trends in Signal Processing, Image Processing and VLSI (ICrtSIV) 2014
    3 K Jyothi, CJ Prabhakar Shearlet Based Multiresolution Analysis of 2 D and 3 D Face Images for Multimodal Recognition Second International Conference on Emerging Research in Computing, Information, Communication and Ap 2014
    4 S Nagaraja, CJ Prabhakar Extraction of Texture based Features of Underwater Images using RLBP Descripto Third International Con- ference on Frontiers in Intelligent Computing Theory and Applicati 2014
    5 Mohana S.H , Prabhakar C.J Extraction of Shape Features Using Multifractal Dimension for Recognition of Stem-Calyx of an Apple Third International Conference on Frontiers in Intelligent Computing Theory and Applications 2014
    6 CJ Prabhakar Extraction of Curvelet based RLBP features for Representation of Facial Expression International Conference on Contemporary Computing and Informatics (IC 3 I- 14 ), IEEE Xplore 2014
    7 TK Boaz, CJ Prabhakar Quality Assessment of Stereo Images using Reduced Reference Based on Saliency Regio , International Con- ference on Contemporary Computing and Informatics (IC 3 I- 14 ), IEEE X 2014
    8 TK Boaz, CJ Prabhakar Localization of Curved Scene Text in Video based on Fuzzy Curve Tracing of Extracted Planar Surface Ninth Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP - 2014 ), ACM 2014
    9 TK Boaz, CJ Prabhakar Detection and Localization of Kannada Caption in Video roceedings of National Conference on Advances in Signal Processing, Communications and Networking (N 2013
    10 TK Boaz, CJ Prabhakar A Novel Approach for Detection and Localization of Caption in Video based on Pixel Pairs Proceedings of National Conference on Challenges in Research and Technologies in Coming Decades(CRT- 2013
    11 CJ Prabhakar Complete Local Binary Pattern for Representation of Facial Expression Based On Curvelet Transform Proceedings of International Conference on Multimedia Processing, Communication and Information Tech 2013
    12 CJ Prabhakar Text Block Detection and Segmentation for Mobile Robot Vision System Applications Proceedings of Interna- tional Conference on Multimedia Processing, Communication and Information Te 2013
    13 CJ Prabhakar Surface Defect Detection and Grading of Apples International Conference on Multimedia Processing, Communication and Information Technology 2013
    14 CJ Prabhakar Multimodal Face Recognition from Depth and Intensity Curvelet Features International Con- ference on Multimedia Processing, Communication and Information Technology (MPCIT 2013
    15 CJ Prabhakar Stereo Correspondence for Underwater Images Using Adaptive Weight-Based Cross-Correlation International Conference on Advances in Computing, Communications and Informatics (ICACCI - 2013 ), 2013
    16 CJ Prabhakar LBP-SURF Descriptor with Color Invariant and Texture Based Features for Underwater Images Eighth Indian Conference on Vision, Graphics and Image Processing (ICVGIP - 2012), ACM 2012
    17 CJ Prabhakar A wavelet-based multiresolution approach to stereo matching of face images IEEE International Conference on Advanced Communication Control and Computing Technologies (ICACCCT) 2012
    18 CJ Prabhakar Quantitative Evaluation of Feature Trackers for Underwater Video Sequences International Conference on Signal, Image and Video Processing ICSIVP 2012
    19 CJ Prabhakar Restoration of Degraded Underwater Images National Conference on Recent Advances on Soft Computing on Knowledge discovery(SCKD 2 k 12 ),Tirupa 2012
    20 CJ Prabhakar Performance Evaluation of Image Denoising Techniques based on Adaptive Thresholding of Wavelet Coef- ficients National Conference on Signal and Image Processing NCSIP 2012
    21 Mohana S.H , Prabhakar C.J Defect Detection in Apples using Grow-Cut and Multi-Threshold Based Segmentation" National Conference on Computer Networks and Soft Computing (NCNS- 12 ) 2012
    22 Mohana S.H , Prabhakar C.J Strawberry Classification based on Size Feature National Conference on Advanced Comput- ing and Computations (NCACC- 12 ) 2012
    23 CJ Prabhakar Iris Segmentation Using Contour Method National Conference on Advanced Computing and Computations (NCACC) 2012
    24 CJ Prabhakar Adaptive Support Weight Based Stereo Correspondence algorithm for Face Images International Conference on Emerging Research in Electronics, Computer Science and Technology (ICER 2012
    25 CJ Prabhakar 3D Sparse Reconstruction of Face Images Based on Stereo Rectification f International Conference on Emerging Trends in Engineering 2011
               

    Articles

    SL # Authors Title Publisher Year
  • Research Projects

               
    SL # Title Funding Agency Co-Investigator Amount status
    1 Building 3D Models of Underwater Objectss Naval Research Board (NRB), DRDO, New Delhi, India 3000000 Completed
    2 Representation of Facial Features Using Symbolic Data with Application to Face Recognition AICTE 660000 Completed
    3 A new symbolic Factorial Discriminant Analysis algorithm for Face Recognition under variable lighting UGC 38000 Completed
  • Awards

               
    SL # Award Name Award For Organization Year
    1 DST- Travel grant To present Research Paper in International Conference on Advanced Concepts for Intelligent Vision systems during October 20 - 24 , 2008 , held at Juan-Les-pins, France DST 2008
  • Patents

               
    SL # Investigator Name Title Year
  • Research Scholars

               
    SL # Name Title Research Type
    1 Arun Kumar H. D. Video Traffic Analysis for Abnormal Events Detection and Classification Ph.D.
    2 Thontadari C Word Spotting in Offline Handwritten Documents Ph.D.
    3 Yogish Naik G.R. An Appearance based Face Recognition Techniques using Fuzzy-Symbolic Approach Ph.D.
  • Research Alumni

               
    SL # Name Title of Thesis Research Type Year Address Email Id
    1 Dr. Praveen Kumar P.U. Ph.D. 0 Research Associate, Indian Institute of Technology Hyderabad pupraveenkumar@gmail.com
    2 Dr. Jyothi K Ph.D. 0 JNNCE College Shivamoga jyothi6575@rediffmail.com
    3 Dr. Nagaraj S Ph.D. 0 Assistant ProfessorKarnatak UniversityDharavad nagarajs27@yahoo.com
    4 Dr. Too Kipyego Boaz Ph.D. 0 Lecturer School of Pure and Applied Science, Mathematics, Computing & I.T. Department, Embu University College Kenya boaztwo@gmail.com
    5 Dr. Mohana S H Ph.D. 0 Assistant Professor Dept. of B.C.A RNS First Grade College Bangalore mohana.sh43@gmail.com