|
|
Dr.P.Nagabhushan
Dr. P. Nagabhushan
|
| Designation |
Professor |
| Email Id |
pnagabhushan@compsci.uni-mysore.ac.in |
| Phone No |
+91-0821-2419325 |
| Qualification |
B.E., M.Tech., PhD, FIE
|
| Area of Specialization |
Pattern Recognition, Digital Image Analysis and Processing, Document Image Analysis and Knowledge Mining.
|
|
|
Awards/Recognitions:
- Fellow of Institution of Engineers (FIE).
- Indian Society for Technical Education (ISTE) Visiting Professor-2009.
- ICCR-08 Outstanding Academician and Researcher- Award in appreciation of life time contribution to the field of Computer Science and Engineering.
- ICICOT-07 Outstanding Academician.
- IEEE – ICSIP – 06 Award in appreciation of life time contribution to the field of Signal and Image Processing.
- Acreditor – NBA and AICTE
- Visiting Professor at the Dept of Systems Engineering, Tokyo Denki University, Japan.
- Exchange/Consulting Professor, Department of Computer Science, Saginaw Valley State University, Michigan as well as Michigan State University, Michigan.
- Invited Professor, University of Dauphine, LISECEREMADE, Paris.
- External Assessor - Programs in Computer Science and Technology, University of Medical Science and Technology, Khartoum, SUDAN.
- Distinguished Professor, Amrita Vishwavidya Peetam, Deemed University, Coimbatore, during sabbatical year.
- Identified as a mentor for Ph.D. activities at University of Kashmir.
- Visiting Professor - Gurunanak University, Punjab.
- National Merit Scholar award all through B.E. studies and Government of India fellowship all though M.Tech. studies
Number of projects:
Completed:
|
Sl. No.
|
Title of the project
|
Funding Agency
|
Amount
|
Year (From-To)
|
|
1
|
Classification of Multispectral Data
|
DRDO
|
Rs. 22 Lakhs
|
|
|
2
|
Symbolic Clustering of Satellite Image data
|
INDO FRENCH
|
Rs. 25 Lakhs from India and Rs. 12 Lakhs from Fance
|
|
|
3
|
Industry Institution Interaction project An efficient method for Stock Cutting Problem
|
MHRD, Govt. of India
|
3 Lakhs
|
|
|
4
|
Dimensionality Reduction and Data Reduction
|
ISRO
|
12 Lakhs
|
|
|
5
|
Computer application to analyze trace element inter-relationships in Serum of normal, alzheimer's and parkinson's disorder
|
Indian Council for Medical Research
|
5 Lakhs
|
|
|
6
|
Sabbatical Research Grants
|
Amrita Vishwavidya Peetham
|
|
|
|
7
|
Advanced Research Activities in Postal automation
|
UGC
|
|
|
|
8
|
Parallel Algorithmic Models for Cluster Analysis
|
AICTE
|
12 Lakhs
|
|
|
9
|
Primarily responsible for getting the Innovative Centre Status for the Department of Studies in Computer Science, Manasagangothri, Mysore
|
UGC
|
|
|
On-going:
|
Sl. No.
|
Title of the project
|
Funding Agency
|
Amount
|
Date of Commencement
|
Expected date of completion
|
|
1
|
Development of an Intelligent tool in achieving better consistency in student evaluation
|
Australian Research Centre (ARC)
|
|
Under Finalization
|
|
|
2
|
Biomass assessment from Remotely Sensed Satellite data
|
Australian Government, Dept of Innovation
|
|
Under Finalization
|
|
- Number of Ph.D candidates successfully completed: 17 (Seventeen) + 01 (Submitted)
- Number of Ph.D candidates currently working: 06 (Six)
- Number of M.Phil candidates successfully completed: 06 (M.Sc.-Tech by Research)
- Number of M.Phil candidates currently working: 01 (M.Sc.-Tech by Research)
Publications:
Books (Complete details will be updated soon)
|
Sl. No.
|
Author/s
|
Title
|
Publisher
|
Year of publication
|
Page No.
|
|
1
|
|
On Automation of Text Production from Pitman-Short Hand Notes (Pattern Recognition algorithms for the recognition of simple phonetic words).
|
|
|
|
|
2
|
|
Classification of Remotely Sensed Data
|
|
|
|
Articles in Journals: (Most Recent)
|
Sl. No.
|
Title of Article
|
Journal
|
Year/Month
|
|
1.
|
Spotting A Target Advertisement In A Source Document Image; P Nagabhushan, Sahana D.Gowda;
|
Journal of Computer Science; Karpagam University;
|
2008
|
|
2.
|
OCR-Less Procedure for Equivalence between two Document Images through Spatio-Entropy Quantifier; Sahana D Gowda, P Nagabhushan;
|
International Journal of Computing and Mathematical Applications, Vol 2. No1-2;
|
December 2008
|
|
3.
|
Mathematical approach to understand the kinetics of α-synuclein aggregation: Relevance to Parkinson's disease; Bharathi, P Nagabhushan, K.S.J. Rao;
|
Journal of Computers in Biology and Medicine; Vol 38, Issue 10, pp 1084-1093;
|
October 2008;
|
|
4.
|
Equivalence between two document images through iterative histo analysis of the conventional entropy values; Sahana D Gowda, P Nagabhushan;
|
International Journal of System, Cybernetics and Informatics, Pentagram;
|
2008
|
|
5.
|
Automatic Separation of Foreground Text from Complex Background in Color Document Images; Nirmala Shivananda, P Nagabhushan;
|
Journal of Advances in Engineering Science; Sect C(3), PP 17-24;
|
July-September 2008;
|
|
6.
|
A Soft Computing Model for Mapping Incomplete/Approximate Postal Addresses to Mail Delivery Points; P Nagabhushan, S.A. Angadi; B.S. Anami;
|
Applied soft computing Journal; ASOC 543; I-11;
|
2008
|
|
7.
|
Detection and Correction of Page Orientation in Monochrome Textual Document Image; Sahana D Gowda, P Nagabhushan;
|
Journal of Computer Science, Vol 2, No.1, pp 465-473;
|
Jan 2008
|
|
8.
|
Camouflage Detection in Synthetic Textures with Complex Patterns; Nagappa U Bhajanthri, P Nagabhushan;
|
Magnum Opus Journal of Computing and Communication Technology, vol. 1, issue 2;
|
2008
|
|
9.
|
Transformation of arc-form-text to linear-form-text suitable for OCR; T. Vasudev, G. Hemanthkumar, P. Nagabhushan;
|
Pattern Recognition Letters: 28; No. 16;; pp 2343-2351
|
Dec 2007
|
|
10.
|
Sliding window based approach for document image mosaicing; P. Shivakumara, G. Hemantha Kumar, D. S. Guru, P. Nagabhushan;
|
Image Vision Computing. 24(1);; pp 94-100
|
January 2006
|
|
11.
|
Visual learning and recognition of 3D objects using two-dimensional principal component analysis: A robust and an efficient approach; P. Nagabhushan, D. S. Guru, B. H. Shekar:
|
Pattern Recognition 39(4); pp 721-725;
|
January 2006;
|
|
12.
|
(2D)2 FLD: An efficient approach for appearance based object recognition; P. Nagabhushan, D. S. Guru, B. H. Shekar;
|
Neurocomputing 69(7-9); pp 934-940;
|
Dec 2005;
|
|
13.
|
A simple and robust line detection algorithm based on small eigenvalue analysis; D. S. Guru, B. H. Shekar, P. Nagabhushan;
|
Pattern Recognition Letters 25(1): pp 1-13;
|
January 2004;
|
|
14.
|
Dimensionality reduction of multidimensional temporal data through regression; Lalitha Rangarajan, P. Nagabhushan;
|
Pattern Recognition Letters 25(8); pp 899-910;
|
June 2004;
|
|
15.
|
Multivalued type proximity measure and concept of mutual similarity value useful for clustering symbolic patterns; D. S. Guru, Bapu B. Kiranagi, P. Nagabhushan;
|
Pattern Recognition Letters 25(10): pp 1203-1213;
|
July 2004;
|
|
16.
|
Content driven dimensionality reduction at block level in the design of an efficient classifier for spatial multi spectral images; Lalitha Rangarajan, P. Nagabhushan;
|
Pattern Recognition Letters 25(16); pp 1833-1844;
|
December 2004;
|
Papers in Conference/Seminar/Proceedings: (Most Recent)
|
Sl. No.
|
Title of the paper
|
Title of conference/seminar volume
|
Year of publication
|
Publisher
|
|
1
|
Unconstrained Handwritten Text-line Segmentation Using Piece-wise Painting Technique and Local Features",
Handwriting Segmentation Contest
|
10th Intl. Conference on Document Analysis and Recognition (ICDAR09), Barcelona, Espain, July 2009
|
July 2009
|
IEEE Computer Society
|
|
2
|
Fine Classification of Unconstrained Handwritten Persian/Arabic Numerals by Removing Confusion amongst Similar Classes; Alireza Alaei, P. Nagabhushan and Umapada Pal,
|
10th Intl. Conference on Document Analysis and Recognition (ICDAR09), Barcelona, Espain, July 2009
|
July 2009
|
IEEE Computer Society
|
|
3
|
Regression based Incremental Learning through Cluster Analysis of Temporal data; Syed Zakir Ali, P.Nagabhushan, Pradeep Kumar R;
|
The 5th International Conference on Data Mining - DMIN-09, Las Vegas, Nevada, USA, July 13-16, 2009;
|
July 2009
|
CSREA, San Diego, USA
|
|
4
|
Language Identification from an Indian Multilingual Document Using Profile Features; M.C. Padma, P. A. Vijaya, P. Nagabhushan
|
International Conference on Computer and Automation Engineering (ICCAE 2009); 8 - 10, March 2009, Bangkok, Thailand
|
2009
|
IEEE
|
|
5
|
Use Of Top And Bottom Profile Features For Language Identification Of Kannada, Hindi And English Documents; M.C. Padma, P. A. Vijaya, P. Nagabhushan;
|
International Conference Systemics, Cybernetics and Informatics (ICSCI-2009); January 07-10, 2009
|
2009
|
Pentagram Research Centre, Hyderabad
|
|
6
|
Use Of Top And Bottom Profile Features For Language Identification Of Kannada, Hindi And English Documents; V.Asha, Nagappa U Bhajanthri, P Nagabhushan;
|
International Conference Systemics, Cybernetics and Informatics (ICSCI-2009); pp 536 - 541; January 07-10, 2009
|
2009
|
Pentagram Research Centre, Hyderabad
|
|
7
|
Separation of Foreground Text Complex Background in Color Document Images; Nirmala Shivanada, P Nagabhushan;
|
International Conference on Advances in Pattern Recognition - ICAPR-2009 Calcutta; Feb 2009; pp 306-309
|
2009
|
IEEE Computer Society;
|
|
8
|
Using Modified Contour Features and SVM based classifier for the recognition of Persian / Arabic Numerals; Alireza Al Alaei, Umapada pal; P Nagabhushan;
|
International Conference on Advances in Pattern Recognition - ICAPR-2009 Calcutta; Feb 2009; pp 391-394;
|
2009
|
IEEE Computer Society;
|
|
9
|
Decamouflaging Through Eigen Technique; Nagappa U Bhajanthri, P. Nagabhushan, B.H.Shekhar;
|
National Conference on Scientific Achievements of SC/ST Scientists and Technologists, 14-16th April 2009; NAL, Bangalore
|
2009
|
NAL; Bangalore
|
|
10
|
An Approach Based on Regression Line Features for Low Complexity Content Based Image Retrieval; R. Pradeep Kumar, P. Nagabhushan;
|
International Conference on Computing: Theory and Applications - ICCTA 2007; Kolkata; INDIA; pp 600-604;
|
2007
|
IEEE Computer Society
|
|
11
|
Polar-eigenspace: A Linear Transformation Invariant Model for Appearance Based Object / Face Recognition. B. H. Shekar, G. Thippeswamy, P. Nagabhushan, D. S. Guru:
|
International Conference on Artificial Intelligence - IICAI 2007; Pune, INDIA; pp575-584;
|
2007
|
Springer Springer LNCS
|
|
12
|
Histogram PCA; P Nagabhushan, R. Pradeep Kumar:
|
International Symposium on Neural Networks - ISNN (2) 2007; Nanjing, China; pp1012-1021;
|
2007
|
Springer LNCS
|
|
13
|
Object Recognition Through the Principal Component Analysis of Spatial Relationship Amongst Lines; B. H. Shekar, D. S. Guru, P. Nagabhushan:
|
Asian Conference on Computer Vision - ACCV (1) 2006; Hyderabad, INDIA; pp170-179;
|
2006
|
Springer LNCS
|
|
14
|
WaveSim Transform for Multi-channel Signal Data Mining Through Linear Regression PCA; R. Pradeep Kumar, P. Nagabhushan;
|
Advance Data Mining and Applications - ADMA 2006: Xi'an, China; pp 977-984;
|
2006
|
Springer; LNAI
|
|
15
|
Time Series as a Point - A Novel Approach for Time Series Cluster Visualization. R. Pradeep Kumar, P. Nagabhushan;
|
International Conference on Data Mining - DMIN 2006; Las Vegas; Nevada, USA; pp 24-29
|
2006
|
CSREA, San Diego, USA
|
|
16
|
A Fuzzy Symbolic Inference System for Postal Address Component Extraction and Labelling; P. Nagabhushan, S. A. Angadi, Basavaraj S. Anami;
|
Fuzzy Systems and Knowledge Discovery FSKD 2006; Xian, China; pp 937-946;
|
2006
|
IEEE
|
|
17
|
Camouflage Defect Identification: A Novel Approach. Nagappa U. Bhajantri, P. Nagabhushan;
|
International Conference on Information Technology - ICIT 2006; Orissa, INDIA; pp 145-148;
|
2006
|
IEEE Computer Society
|
|
18
|
WaveSim and Adaptive WaveSim Transform for Subsequence Time-Series Clustering; R. Pradeep Kumar, P. Nagabhushan,
|
Ahlame Douzal Chouakria; International Conference on Information Technology - ICIT 2006; Orissa, INDIA; 197-202;
|
2006
|
IEEE Computer Society
|
|
19
|
Script Identification Based on Morphological Reconstruction in Document Images; B. V. Dhandra, P. Nagabhushan, Mallikarjun Hangarge, Ravindra Hegadi, V. S. Malemath;
|
International Conference on Pattern Recognition - ICPR (2) 2006; Hong Kong, China; pp 950-953;
|
2006
|
IEEE
|
|
20
|
Two-Dimensional Optimal Transform for Appearance Based Object Recognition; B. H. Shekar, D. S. Guru, P. Nagabhushan;
|
Indian Conference on Computer Vision, Graphics and Image Processing - ICVGIP 2006 Madurai, INDIA; pp 650-661
|
2006
|
IEEE
|
|
21
|
AB Distance Based Histogram Clustering for Mining Multi-Channel EEG Data Using Wavesim Transform. R. Pradeep Kumar, P. Nagabhushan ;
|
International Conference on Cognitive Informatics - IEEE ICCI 2006; Beijing, China; pp 467-477;
|
2006
|
IEEE
|
|
22
|
Unconstrained Tight Structure Extraction Using Voronoi Tesselation on Document Images; P. Nagabhushan, Sahana D. Gowda, R. K. Bharathi:
|
International Conference on Machine Learning; Models Technologies and Applications - MLMTA 2006; Las Vegas,; Nevada, USA; pp 134-140;
|
2006
|
CSREA, San Diego, USA
|
|
23
|
Visual Learning and Recognition of 3-D Objects using Two Dimensional Fisher's Linear Discriminant Analysis: A Robust and an Efficient Approach; B. H. Shekar, D. S. Guru, P. Nagabhushan
|
Indian International Conference on Artificial Intelligence - IICAI 2005; Pune, INDIA; pp 3207-3218;
|
2005
|
Springer LNCS
|
|
24
|
Linear Regression for Dimensionality Reduction and Classification of Multi Dimensional Data; Lalitha Rangarajan, P. Nagabhushan;
|
First International Conference on Pattern Recognition and Machine Intelligence - PReMI 2005; Kolkata, INDIA; pp 193-199;
|
2005
|
Springer
|
|
25
|
Fuzzy-Symbolic Analysis for Classification of Symbolic Data; M. S. Dinesh, K. Chidananda Gowda, P. Nagabhushan:
|
First International Conference on Pattern Recognition and Machine Intelligence - PReMI 2005; Kolkata, INDIA; pp 338-343;
|
2005
|
Springer
|
|
26
|
Symbolic Data Structure for Postal Address Representation and Address Validation Through Symbolic Knowledge Base; P. Nagabhushan, S. A. Angadi, Basavaraj S. Anami;
|
First International Conference on Pattern Recognition and Machine Intelligence - PReMI 2005; Kolkata, INDIA; pp 388-394
|
2005
|
Springer
|
|
27
|
Eigen Transformation Based Edge Detector for Gray Images; P. Nagabhushan, D. S. Guru, B. H. Shekar;
|
First International Conference on Pattern Recognition and Machine Intelligence - PReMI 2005; Kolkata, INDIA; pp 434-440;
|
2005
|
Springer
|
|
28
|
Boundary Based Corner Detecion and Localization Using New "Cornerity" Index: A Robust Approach; D. S. Guru, R. Dinesh, P. Nagabhushan;
|
Canadian Conference on Computer and Robot Vision - CRV 2004; London; Ontario; Canada; pp 417-423
|
2004
|
IEEE Computer Society
|
|
29
|
An Efficient Skew Estimation Technique for Binary Document Images Based on Boundary Growing and Linear Regression Analysis; P. Shivakumara, G. Hemantha Kumar, D. S. Guru, P. Nagabhushan;
|
International Conference on Neural Information Processing - ICONIP 2004;Calcutta; INDIA; pp 659-665;
|
2004
|
IEEE Computer Society
|
Paper as a part of book: There are many book chapters which shall be updated soon.
|
Sl. No.
|
Title of the paper
|
Title of the book
|
Publisher
|
Year of publication
|
Page No.
|
|
1
|
Automatic Text Generation From Pitman. Shorthand Document
|
Document Analysis
|
Springer
|
March - 2005
|
|
Monographs/Reports: “Analysis and Design of Algorithms” prepared during sabbatical leave period.
Conference/Seminar organized: Have been associated as advisory chair, program chair, steering chair of many international/national conferences, workshops and symposiums
|
Sl. No.
|
Status as organizer
|
Title of the conference/seminar
|
Date
|
|
1
|
Advisory Chair
|
Second International Conference on Signal and Image Processing.
|
2009
|
|
2
|
Advisory Chair
|
Second International Conference on Cognition and Recognition 2008;
|
2008
|
|
3
|
Advisory Chair
|
First International Conference on Cognition and Recognition, 2007;
|
2007
|
|
4
|
Advisory Chair
|
IEEE International Conference on Signal and Image Processing,
|
Dec .2006.
|
|
5
|
Program Chair
|
National workshop on frontiers of Pattern Recognition and Image processing New Horizon College of Engineering, Bangalore
|
Mar. 2006.
|
|
6
|
Chair- Technical session on Symbolic Data Analysis
|
International Conference on Pattern Recognition and Machine Intelligence
|
Dec 2005
|
|
7
|
Co-chair
|
International Conference on Advanced Computing and Communications, ADCOM-2005.
|
2005
|
|
8
|
Chair
|
International Conference on Cognition and Recognition, 2005.
|
2005
|
|
9
|
Chair
|
National Conference on Document Analysis and Recognition, 2003.
|
2003
|
|
10
|
Chair
|
National Conference on Document Analysis and Recognition, 2001.
|
2001
|
|
11
|
Invited Session on Automation of Pitman Shorthand;
|
International workshop on Document Analysis, 2005.
|
2005
|
|
12
|
Joint secretary.
|
International Conference in Combinotirics, Statistics, Pattern Recognition and related areas (Dec. 1998)
|
1998
|
|
13
|
Organizing committee member
|
International Conference on Document Analysis and Research (IAPR)-1999
|
1999
|
|
14
|
A Tutorial presentation session on Symbolic Data Analysis
|
International workshop by Leads University (UK) and ISI - Calcutta in Jan 99
|
1999
|
|
15
|
A Special lecture on the use of Symbolic Data Analysis in Remote Sensing Applications
|
Center for Space Science and Technology Education in Asia and Pacific (Affiliated to UN).
|
|
|
16
|
General chair
|
XIX Annual Conference of Indian Society of professional social work (2000).
|
2000
|
Chairman/Member of Authority/Committee etc:
|
Sl. No.
|
Chairman/Member/Secretary
|
Committee/Authority
|
Year (From-To)
|
|
1
|
Chairman
|
Department of Studies in Computer Science, University of Mysore,
|
1.1.1997 to 1.1.2004 and from 1.1.2006 to 1.1.2008.
|
|
2
|
Dean- Science & Technology
|
University of Mysore,
|
1 Jan. 1998 to 15 Jan 1999.
|
|
3
|
Chairman
|
Committee for Post-graduate Studies and Research of Amrita University,
|
2004-2005
|
|
4
|
Member- Senate
|
University of Mysore
|
|
|
5
|
Member
|
Academic Council, University of Mysore.
|
|
|
6
|
Member- Academic Council,
|
Amrita University.
|
|
|
7
|
Member
|
Faculty of Science & Technology, University of Mysore
|
|
|
8
|
Chairman
|
Board of Studies in Computer Science, Board of Studies in Electronics.
|
|
|
9
|
Chairman- Board of Examiners.
|
|
|
|
10
|
Member
|
BOS and BOE of University of Mysore and other Universities.
|
|
|
11
|
Member
|
Faculty of Science & Technology, Engineering of other Universities
|
|
Membership to professional Organization/Associations:
|
Sl. No.
|
Name of the Association/Organizations
|
Life member/Ordinary member
|
|
1
2
3
4
|
Indian Society For Technical Education
Computer Society of India.
Institution of Engineers.
IAPR&AI.
|
Life Member (928).
Life Member (8672).
Life Member (f108138-8).
Life Member (L-017).
|
Other Information:Presently serving as the Director – Planning, Monitoring and Evaluation, University of Mysore, Mysore
|
