Department of Computer Science and M C A
Dr. Suresha M. M.C.A., Ph.D.,
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 |
|---|---|---|---|---|
| 1 | BEST PAPER AWARD | Presented a research paper "PointRend Segmentation for a Densely Occluded Moving Object in a Video" in the International Conference on Computational Intelligence and Communication Technologies (CCICT-2021) | Karkonosze State University of Applied Sciences in Jelenia Góra, Poland and BM Institute of Engineering and Technology, Sonepat, INDIA | 2021 |
Journals Publications
| Sl No | Authors | Title | Impact Factor | Publisher | Year |
|---|---|---|---|---|---|
| 1 | A. Ridwan, S. Mallaiah, S. Raghavendra, A. Muaad, and M. Al-Mohammadi | Enhancing cctv video quality for improved segmentation and detection of suspicious human activities in crowd and non-crowded public spaces: A pre-processing approach | 0.382 | Harbin Gongcheng Daxue Xuebao-Journal ofHarbin Engineering University | 2024-07-02 |
| 2 | Ahmed R. A. Shamsan, Suresha M, Mohammed A. S. Al-Mohammadi | A Novel Method for Ensuring Public Safety through Crowd Collision Detection Using CCTV Videos | 0.5 | Journal of Elecrical Systems | 2024-03-12 |
| 3 | S. K. Suresha M | Deep occlusion-based key background extraction using pointrend instance segmentation | 0.444 | Journal of Data Acquisition and Processing | 2023-12-12 |
| 4 | 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 |
| 5 | 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 |
| 6 | 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 |
| 7 | 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 |
| 8 | 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 |
| 9 | 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 |
| 10 | 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 |
| 11 | 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 |
| 12 | 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 |
| 13 | 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 |
| 14 | 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 |
| 15 | 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 |
| 16 | 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 |
| 17 | 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 |
| 18 | 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 |
| 19 | 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 |
| 20 | 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 |
| 21 | 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 |
| 22 | 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 |
| 23 | 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 |
| 24 | 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 |
| 25 | 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 |
| 26 | 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 |
| 27 | Saghir Ahmed Alfasly, Suresha M | Minimum AUs for Real-Time Facial Expression Recognition in Frame Sequence | 1 | Foundation of Computer Science | 2016 |
| 28 | 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 |
| 29 | Harish Naik T, Suresha M,Amalorpovam G and Jyoti Kumari | Algorithms for Image Segmentation | 1 | SN Education Society | 2016 |
| 30 | Amalorpovam G, Harish Naik T, Suresha M and Jyoti Kumari | Super Resolution | 1 | SN Education Society | 2016 |
| 31 | Harish Naik T and Suresha M | Classification of Arecanut based on Color Features | 9 | International Science Press | 2016 |
| 32 | 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 |
| 33 | 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 |
| 34 | 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 |
| 35 | 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 |
| 36 | Suresha M, Ajit Danti | Texture Features for Identification of Disease in Arecanut | 1 | International Journal of Signal Processing and Image Engineering | 2014 |
| 37 | 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 |
| 38 | Suresha M and Ravikumar M | Dimensionality Reduction and Classification of Color Features data using SVM and kNN | 7 | Journal Home e-Publication | 2013 |
| 39 | Amalorpavam.G, Harish Naik T, Jyoti Kumari and Suresha M | Analysis of Digital Images Using Morphological Operations | 3 | Tech Science Publications | 2013 |
| 40 | 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 |
| 41 | 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 |
| 42 | Suresha M, Sandeep Kumar K. S. and Shivakumar G | Texture Features and Decision Trees based Vegetables Classification | 1 | Foundation of Computer Science | 2012 |
| 43 | Suresha M, Shilpa N. A. and Soumya B | Apples Grading based on SVM Classifier | 1 | Foundation of Computer Science | 2012 |
| 44 | 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 | 2019-09-01 |
Conferences
| Sl No | Authors | Title | Organizer | Year |
|---|---|---|---|---|
| 1 | M. A. S. A.-M. 1. Ahmed R. A. Shamsan Suresha M and H. N. T | A systematic review of deep learning techniques for enhancing public safety through video surveillance | 5th International Conference on Computational Intelligence (ICCI) | 2024-12-12 |
| 2 | A. A. A. A. Ahmed R. A. Shamsan Suresha M and M. A. S. Al-Mohammadi | Comparative study of mask r-cnn and pointrend for surveillance video human segmentation: Accuracy, history, evaluation datasets, challenge classification, and future prospects | 2nd International Conference on Science, Engineering and Advanced Technology (ICSEAT) | 2024-12-01 |
| 3 | R. Narendra, M. Suresha, and V. N. Manjunatha Aradhya | Coslets: Recognition of emotions based on eeg signals | Brain Informatics | 2022-08-28 |
| 4 | M. Suresha, S. Kuppa, and D. S. Raghukumar | Deep learning approaches for spatio-temporal clues modelling | Cyber Intelligence and Information Retrieval | 2021-09-29 |
| 5 | M. Suresha, S. Kuppa, and D. S. Raghukumar | Pointrend segmentation for a densely occluded moving object in a video | Fourth International Conference on Computational Intelligence and Communication Technologies (CCICT | 2021-07-20 |
| 6 | S. M, M. S, A. Danti, and H. N. T | Enhancement of reflected faces on semi-reflecting surfaces | Fifth International Conference on Image Information Processing (ICIIP) | 2019-11-05 |
| 7 | S. M, D. Raghukumar, and K. S | Enhancement of micro-texture images using bi-histogram equalization based on arcsine distribution | Fifth International Conference on Image Information Processing (ICIIP) | 2019-11-05 |
| 8 | A. A. Ahmed Ali, M. Suresha, and H. A. Mohsin Ahmed | Different handwritten character recognition methods: A review | Global Conference for Advancement in Technology (GCAT) | 2019-11-05 |
| 9 | S. K. N, S. M, and H. N. T | A novel segmentation and identification of diseases in paddy leaves using color image fusion technique | Fifth International Conference on Image Information Processing (ICIIP) | 2019-11-01 |
| 10 | A. A. A. Ali and M. Suresha | An efficient character segmentation algorithm for recognition of arabic handwritten script, | International Conference on Data Science and Communication (IconDSC) | 2019-03-02 |
| 11 | 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 |
| 12 | Suresha M and Madhusudhan S | Survey on Reflection Removal Methods | National Conference on Computational Sciences and Soft Computing | 2017-12-14 |
| 13 | 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 |
| 14 | 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 |
| 15 | 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 |
| 16 | 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 |
| 17 | Suresha M and Amani Ali Ahmed Ali | Arabic Handwritten Text Line Segmentation by Subset Approach | National Conference on Computational Sciences and Soft Computing | 2017 |
| 18 | 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 |
| 19 | 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 |
| 20 | 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 |
| 21 | 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 |
| 22 | 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 |
| 23 | Harish Naik T, Suresha M | Classification of arecanut based on color Features | International Conference on Distributed Intelligent Computing, Pondicherry Engineering College, Pudu | 2016 |
| 24 | 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 |
| 25 | 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 |
| 26 | Ajit Danti, Suresha M and S.K. Narasimhamurthy | Classification of Arecanuts Using Haar Wavelets | International Conference on Advanced Engineering and Technology, Bangalore, Karnatak | 2013 |
| 27 | 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 |
| 28 | 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 |
| 29 | 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 |
| 30 | 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 |
| 31 | Ajit Danti and Suresha M, | Effective Multiclassifier for Arecanut Grading | Proceedings of Springer Sixth International conference on Information Processing, Bengaluru, Karnata | 2012 |
| 32 | 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 |
|---|---|---|---|
| 1 | Dr.Suresha M | SYSTEM AND METHOD FOR CROP AND FERTILIZER RECOMMENDATION THROUGH SOIL NUTRIENT MONITORING USING CYBER PHYSICAL SYSTEM AND MACHINE LEARNING | 2021 |
| 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 | Narendra R | Analysis of EEG signals | Ph.D. |
| 3 | Ahmed R. A. Shamsan | ANALYSIS OF HUMAN SUSPICIOUS ACTIVITIES IN A CROWD USING MACHINE LEARNING APPROACH | Ph.D. |
| 4 | Kuppa S. | Deep Learning Approaches for Scenario Based Abnormality Detection in Video Surveillance System | Ph.D. |
| 5 | Rabiya Basree | Not yet finalised | Ph.D. |
| 6 | 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 |
| 2 | Amani Ali Ahmed Ali | An Approach to Estimation of Skew and Recognition of Arabic Handwritten Script | Ph.D. | 2022-12-01 | Yaman | amani@gmail.com |
| 3 | Sandeep | Recognition of Salient Objects in Digital Images using Neural Networks | Ph.D. | 2019-12-12 | Assistant Professor,Malnad College of Engineering ,Hasan | sandeepgowda33@gmail.com |
| 4 | Madhusudhan S | Reconstruction and Recognition of Objects in Digital Images with Reflections | Ph.D. | 2021-03-20 | NA | madhusudan@gmai.com |
| 5 | Harisha Naik T | Analysis of Image Texture using Soft Computing Techniques | Ph.D. | 2019-08-08 | Associate Professor and Controller of Examinations, Presidency College (Autonomous),Bangalore. | harishtkola@gmail.com |
| 6 | Chandrashekhara H | A Machine Learning Approach for Classification of Arecanut | Ph.D. | 2019-06-05 | Kuvempu University,Shankaraghtaa | chandru@gmail.com |
| 7 | Shreekanth K N | Analysis of Diseases in Paddy Leaves: A Pattern Recognition Approach | Ph.D. | 2019-06-05 | Kuvempu University,Shnakaraghatta. | shrikant.kn@gmail.com |