Dr.P.Nagabhushan

Dr. P. Nagabhushan
Designation  Professor
Email Id  pnagabhushan@hotmail.com
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:

  1. Fellow of Institution of Engineers (FIE).
  2. Indian Society for Technical Education (ISTE) Visiting Professor-2009.
  3. ICCR-08 Outstanding Academician and Researcher- Award in appreciation of life time contribution to the field of Computer Science and Engineering.
  4. ICICOT-07 Outstanding Academician.
  5. IEEE – ICSIP – 06 Award in appreciation of life time contribution to the field of Signal and Image Processing.
  6. Acreditor – NBA and AICTE
  7. Visiting Professor at the Dept of Systems Engineering, Tokyo Denki University, Japan.
  8. Exchange/Consulting Professor, Department of Computer Science, Saginaw Valley State University, Michigan as well as Michigan State University, Michigan.
  9. Invited Professor, University of Dauphine, LISECEREMADE, Paris.
  10. External Assessor - Programs in Computer Science and Technology, University of Medical Science and Technology, Khartoum, SUDAN.
  11. Distinguished Professor, Amrita Vishwavidya Peetam, Deemed University, Coimbatore, during sabbatical year.
  12. Identified as a mentor for Ph.D. activities at University of Kashmir.
  13. Visiting Professor - Gurunanak University, Punjab.
  14. 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

 

  1. Number of Ph.D candidates successfully completed: 17 (Seventeen) + 01 (Submitted)
  2. Number of Ph.D candidates currently working: 06 (Six)
  3. Number of M.Phil candidates successfully completed: 06 (M.Sc.-Tech by Research)
  4. 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

 

 

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