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Department of Computer Science and M C A

Dr. Suresha M. M.C.A., Ph.D.,

Associate Professor
 

Area Of Research

Artificial Intelligence, Computer Vision and Machine Learning

 

About the Faculty

Short note from the faculty

Awards

Sl No Award Name Award For Organization Year
 

Journals Publications

 
Sl No Authors Title Impact Factor Publisher Year
1 T Harisha Naik, Suresha M and Shreekanth K N A Novel Feature Extraction Method for Identification of Healthy and Diseased Maize and Paddy Leaves Using ECOC Classifier 4.2 International Journal of Computer Sciences and Engineering, Vol.-6, Issue-9, pp137, 141 2018-09-01
2 Sandeep and Suresha M Segmentation of Salient Flying Objects in Complex Sky Scene using Reconstruction Morphological Operations 4.2 International Journal of Computer Sciences and Engineering 2018-08-01
3 Harish Naik T, Suresha M and Amalorpavam G A Study of Image Enhancement Techniques Using Histogram Processing 2.161 International Journal of Computing Science and Information Technology, Special issue 2018-04-01
4 Shreekanth K N, Suresha M, Thirumalesh B V A Novel Geometrical Features for Identification of Diseases in Paddy Leaves 0 Journal of Image Processing & Pattern Recognition Progress, pp 10-17, Volume 5, Issue 1 2018-04-01
5 Puneeth Kumar B. S. and Suresha M An Hybrid Approach of LBP and Hu Moment Invariant Features for Fish Species Classification 4.61 International Journal of Engineering Research and Development, Volume 14, Issue 3, pp 37-44 2018-03-01
6 Shreekanth K N and Suresha M Identification of Diseases in Paddy Leaves Using Texture Features and Neural Network 4.032 International Journal of Scientific Research in Computer Science, Engineering and Information Techno 2018-03-01
7 Raghavendra S P, Ajit Danti, Suresha M Correlation based Template Matching for Recognition of Bank Cheque Number 4.382 International Journal of Computer Engineering and Applications, 166-181, Vol 12, Issue 1 2018-02-01
8 Suresha M, Harish Naik T, Shreekanth K N Recognition of Healthy and Unhealthy Maize Leaves based on Texture Features 4.382 International Journal of Computer Engineering and Applications 2018-02-01
9 Suresha M, Chandrashekar H, Sandeep, Shreekanth K N Geometrical Features based Classification of Arecanut 4.382 International Journal of Computer Engineering and Applications, 84-92, Vol 12, Issue 1 2018-02-01
10 Suresha M, Sandeep, Harish Naik T Recognition of Salient Bird Objects using Feedforward Back Propagation Neural Network 4.382 International Journal of Computer Engineering and Applications, 32-44, Vol 12, Issue 1 2018-02-01
11 Suresha M, Madhusudhan S Study on Reflection Separation Methods 4.382 International Journal of Computer Engineering and Applications, 01-15, Vol 12, Issue 1 2018-02-01
12 Suresha M and Amani Ali Ahmed Ali Segmentation of Handwritten Text Lines with Touching of Line 4.382 International Journal of Computer Engineering and Applications 2018-02-01
13 Puneeth Kumar B. S. Detection of Fishes in Underwater Videos based on Signature Invariant to Scale and Rotation 4.032 International Journal of Scientific Research in Computer Science, Engineering and Information Techno 2018-01-01
14 Shankaragowda B. B., Siddappa M and Suresha M Endoscopic Images for Computer Aided Diagnosis of Throat Cancer Feature Extraction 0.421 International Journal of Engineering Research 2017-02-07
15 Suresha M and Chandrashekhara M Classification of Arecanut Using Soft Computing Algorithms 4.382 International Journal of Computer Engineering and Applications, Volume 11, Issue 10, 1-11 2017
16 Amani Ali Ahmed Ali and Suresha M A Novel Approach to Correction of a Skew at Document Level Using an Arabic Script 5.15 International Journal of Computer Science and Information Technologies, Vol. 8 (5), 569-573 2017
17 Suresha M Document Analysis using Similarity Measures: A Case Study on Text Retrieval System 4.032 International Journal of Scientific Research in Computer Science, Engineering and Information Techno 2017
18 Suresha M Applications of Set Theory in Digital Image Processing 4.72 International Journal of Advance Engineering and Research Development, Vol 4, Issue 11 2017
19 Suresha M, Shreekanth K N and Thirumalesh B V Diagnosis and Classification of Diseases in Paddy Leaves 5.995 International Journal of Current Advanced Research, Vol 6, Issue 10, 6448-6452 2017
20 Suresha M and Sandeep Enhancement on Low Contrast Bird Images using Image Size Dependent Normalization Technique 3.727 International Journal of Advanced Research in Computer Science, Volume 8, No. 8, 628-631 2017
21 Suresha M, Shreekantha K N and Harish Naik T Identification of Healthy and Diseased Paddy Leaves using kNN Classifier 5.845 International Journal of Advanced Research in Computer Science 2017
22 Suresha M and Harish Naik T A Survey on Image Analysis based on Texture 2.5 International Journals of Advanced Research in Computer Science and Software Engineering 2017
23 Suresha M and Sandeep Recognition of Birds in Blurred and Illumination Images by Local Features 2.5 International Journals of Advanced Research in Computer Science and Software Engineering, Volume-7, 2017
24 Saghir Ahmed Alfasly, Suresha M Minimum AUs for Real-Time Facial Expression Recognition in Frame Sequence 1 Foundation of Computer Science 2016
25 Saghir Ahmed Alfasly, Suresha M A Simple Approach for Face Features Detection 6 International Journal of Advanced Research in Computer and Communication Engineering (IJARCSSE) 2016
26 Harish Naik T, Suresha M,Amalorpovam G and Jyoti Kumari Algorithms for Image Segmentation 1 SN Education Society 2016
27 Amalorpovam G, Harish Naik T, Suresha M and Jyoti Kumari Super Resolution 1 SN Education Society 2016
28 Harish Naik T and Suresha M Classification of Arecanut based on Color Features 9 International Science Press 2016
29 Amani Ali Ahmad Ali and Suresha M Analysis and Automation of Deep Face Recognition 6 International Journal of Advanced Research in Computer and Communication Engineering (IJARCSSE) 2016
30 Shankaragowda B. B., Siddappa M and Suresha M Computed Tomography Images for Computer Aided Diagnosis of Lungs Cancer Feature Extraction 5.947 International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE) 2016
31 Suresha M, Ajit Danti and S.K Narasimhamurthy Classification of Diseased Arecanut based on Texture Features 1 Foundation of Computer Science, New York, USA 2014
32 Suresha M, Ajit Danti and S.K. Narasimhamurthy Decision Trees to Multiclass Prediction for the analysis of Arecanut data 2 CRL, Kibworth, ROYAUME-UNI 2014
33 Suresha M, Ajit Danti Texture Features for Identification of Disease in Arecanut 1 International Journal of Signal Processing and Image Engineering 2014
34 Suresha M, Ajit Danit and S.K Narasimhamurthy Invariant of Rotation and Scaling for Classification of Arecanut based on Local Binary Patterns 3 International Journal of Advanced Research in Computer and Communication Engineering (IJARCSSE) 2013
35 Suresha M and Ravikumar M Dimensionality Reduction and Classification of Color Features data using SVM and kNN 7 Journal Home e-Publication 2013
36 Amalorpavam.G, Harish Naik T, Jyoti Kumari and Suresha M Analysis of Digital Images Using Morphological Operations 3 Tech Science Publications 2013
37 Ajit Danti and Suresha M Dimensionality Reduction by SVM-KNN Approach for Arecanut Classification 7 IK International Publishing House Pvt. Ltd., New Delhi, India 2012
38 Suresha M and Ajit Danti Construction of Co-occurrence Matrix using Gabor Wavelets for Classification of Arecanuts by Decisio 4 Foundation of Computer Science, New York, USA 2012
39 Suresha M, Sandeep Kumar K. S. and Shivakumar G Texture Features and Decision Trees based Vegetables Classification 1 Foundation of Computer Science 2012
40 Suresha M, Shilpa N. A. and Soumya B Apples Grading based on SVM Classifier 1 Foundation of Computer Science 2012
41 Suresha M and Ravikumar M Classification of Vegetables based on Decision Tree for Multiclass Problem 7 Journal Home e-Publication 2012

Books

 
Sl No Authors Title Publisher Year
1 Suresha M and Ajit Danti Arecanut Classification-A Computer Vision Approach Lambert Publications 2017-01-02
2 Suresha M Computer Vision in Agriculture Current Publications

Book Chapters

 
Sl No Authors Title Publisher Year
1 Suresha M and Amani Ali Ahmed Ali Efficient Algorithms for Text Lines and Words Segmentation for Recognition of Arabic Handwritten Script Emerging Research in Computing, Information, Communication and Applications,Springer 2018-09-01

Conferences

 
Sl No Authors Title Organizer Year
1 Amani Ali Ahmed Ali and Suresha M Efficient Algorithms for Text Lines and Words segmentation for Recognition of Arabic Handwritten Script Emerging Research in Computing, Information, Communication and Applications, NITTE, Meenakshi 2018-07-27
2 Suresha M and Madhusudhan S Survey on Reflection Removal Methods National Conference on Computational Sciences and Soft Computing 2017-12-14
3 Raghavendra S P, Ajit Danti, Suresha M Segmentation of Logo from Indian Bank Cheques for Recognition National Conference on Network Security, Information Processing and Information Technology 2017-01-01
4 Hesham Abdo Ahmed Aqlan, Ajit Danti, Shoeib Ahmed, Suresha M Using Web Mining Techniques for Prediction and Analysis of Mortality by External Causes National Conference on Network Security, Information Processing and Information Technology, 2017 2017
5 Shoeib Ahmed, Ajit Danti, Hesham Abdo Ahmed Aqlan, Suresha M Feature Based Sentimental Analysis on Mobile Web Domain National Conference on Network Security, Information Processing and Information Technology 2017
6 Suresha M, Shreekanth K N and Thirumalesh B V Recognition of Diseases in Paddy Leaves Using kNN Classifier International Conference for Convergence of Technology, Pune, 2017. 2017
7 Suresha M and Amani Ali Ahmed Ali Arabic Handwritten Text Line Segmentation by Subset Approach National Conference on Computational Sciences and Soft Computing 2017
8 Suresha M and Chandrashekhara M, Sandeep, Shreekanth K N Classification of Arecanut using Geometrical Features and kNN Classifier National Conference on Computational Sciences and Soft Computing 2017
9 Suresha M, sandeep and Harish Naik T Classification of Birds using Texture Features and kNN Classifier National Conference on Computational Sciences and Soft Computing 2017
10 Suresha M, Harish Naik T and Shreekanth K N Identification of Diseased Maize Leaf based on Texture Features National Conference on Computational Sciences and Soft Computing 2017
11 Raghavendra S P, Ajit Danti and Suresha M Recognition of Bank Cheque Number based on Correlation National Conference on Computational Sciences and Soft Computing 2017
12 Shankaragowda B B, Siddappa M. and Suresha M A Novel Approach for the Brain tumor detection and Classification using Support Vector Machine IEEE Technically Sponsored International Conference on Applied and Theoretical Computing and Communi 2017
13 Harish Naik T, Suresha M Classification of arecanut based on color Features International Conference on Distributed Intelligent Computing, Pondicherry Engineering College, Pudu 2016
14 Shankaraowda B. B., Siddappa M and Suresha M Digital Mammography Images Feature Extraction for Computer Aided Diagnosis of Breast Cancer National Conference on Computer Networks and Soft Computing, SSIT, Tumukur, Feb 2016 2016
15 Suresha M and Ajit Danti Symbolic Representation of Texture Features for Identification of Disease in Arecanut International Conference on Communication, Information Technology and Robotics 2015, Dubai, United A 2015
16 Ajit Danti, Suresha M and S.K. Narasimhamurthy Classification of Arecanuts Using Haar Wavelets International Conference on Advanced Engineering and Technology, Bangalore, Karnatak 2013
17 Suresha M, Sumithra S.N, Shwethashree K. Estimation of Human Age Group based on Skin Texture Features Using Gabor Wavelets and GLCM National Conference on Information Systems-Emerging Trends and Technologies, pages 1-16, 2013. ISBN 2013
18 Suresha M, Arunkumar H. D., Sumithra S.N, Shwethashree K Human Age Group Estimation based on Skin Texture Features National Conference on Emerging Trends in Engineering and Management, pages 1-16, 2013 2013
19 Ajit Danti and Suresha M Segmentation and Classification of Raw Arecanuts based on Three Sigma Control Limits Proceedings of Elsevier Second International Conference on Computer, Communication, Control and Info 2012
20 Ajit Danti and Suresha M Arecanut grading based on three sigma controls and SVM Proceedings of IEEE International Conference on Advances in Engineering, Science and Management (ICA 2012
21 Ajit Danti and Suresha M, Effective Multiclassifier for Arecanut Grading Proceedings of Springer Sixth International conference on Information Processing, Bengaluru, Karnata 2012
22 Ajit Danti and Suresha M Texture Based Decision Tree Classification for Arecanut Proceedings of ACM International CUBE conference on IT-Engineering-Management-Telecom, YASHADA, Pune 2012

Articles

 
Sl.No Authors Title Publisher Year
Sl No Title Funding Agency Co-Investigator Amount Status
1 Classification of Arecanut using Image Processing Techniques Kuvempu University Not Applicable 50000 Completedd
Sl No Investigator Name Title Year
Sl No Name Title Research Degree
1 Raghukumar D. S. Design of Effective Methods for Micro Structural Texture Analysis: A Computer Vision Approach Ph.D.
2 Shreekanth K N Analysis of Diseases in Paddy Leaves: A Pattern Recognition Approach Ph.D.
3 Chandrashekhara H A Machine Learning Approach for Classification of Arecanut Ph.D.
4 Harisha Naik T Analysis of Image Texture using Soft Computing Techniques Ph.D.
5 Madhusudhan S Reconstruction and Recognition of Objects in Digital Images with Reflections Ph.D.
6 Sandeep Recognition of Salient Objects in Digital Images using Neural Networks Ph.D.
7 Amani Ali Ahmed Ali An Approach to Estimation of Skew and Recognition of Arabic Handwritten Script Ph.D.
8 Kuppa S. Deep Learning Approaches for Scenario Based Abnormality Detection in Video Surveillance System Ph.D.
9 Krishnamurthy K Not Yet Finalized Ph.D.
Sl No Name Title of Thesis Research Degree Year Address EmailId
1 Puneeth Kumar B.S Design of Effective Methods For Analysis of Fishes In Underwater Ph.D. 2018-09-14 NA punithashp@gmail.com