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Department of Computer Science and M C A

Dr. M. RavikumarB.E., M.Tech., Ph.D.,,

Professor
 

Area Of Research

Document Image Processing, Pattern Recognition and Medical Image Analysis.

 

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 M Ravikumar and BJ Shivaprasad Segmentation of Brain Tumor from MR Images using the Hybrid Architecture:“BConvLSTMSegX-Net” 0 Turkish Journal of Computer and Mathematics Education (TURCOMAT) 2023-07-19
2 BJ Shivaprasad and M Ravikumar Enhancement of brain magnetic resonance images using cascade of notch filter and linear transformation methods 1 Pattern Recognition and Image Analysis 2023-03-01
3 G Shivakumar, M Ravikumar and BJ Shivaprasad Classification of Text and Non-Text from Bilingual Real-Time Document Using Deep Learning Approach 0 Research Gate 2022-10-13
4 M Ravikumar and PG Rachana Study on different approaches for breast cancer detection: A review. 2.8 SN Computer Science 2022-01-15
5 M Ravikumar, PG Rachana, BJ Shivaprasad and G Shivakumar. Segmentation of Words From Unconstrained Multilingual handwritten Documents. Segmentation of Brain Tumor from MR Images using the Hybrid Architecture:“BConvLSTMSegX-Net” 0 Journal of Innovation in Computer Science and Engineering Turkish Journal of Computer and Mathemati 2022-01-10
6 BJ Shivaprasad, M Ravikumar and DS Guru Analysis of Brain Tumor Using MR Images: A Brief Survey. 1 International Journal of Image and Graphics 2021-06-20
7 M Ravikumar, BJ Shivaprasad and DS Guru Enhancement of MRI brain images using notch filter based on discrete wavelet transform 1 International Journal of Image and Graphics 2021-04-15
8 M Ravikumar and BJ Shivaprasad Bidirectional ConvLSTMXNet for brain tumor segmentation of MR images 0.38 Tehnički glasnik 2021-03-10
9 Mokhtar Abdulrahman Mohammed, M Ravikumar, R Pradeep Text Line Segmentation of Arabic Handwritten Documents using Line Height Method 2.5 International Journal of Advanced Research in Computer Science and Software Engineering 2014
10 D. S. Guru, M. Ravikumar, S. Manjunath Multiple Skew Estimation In Multilingual Handwritten Documents 0.342 International Journal of Computer Science Issues 2013
11 M Suresha, M, Ravikumar Dimensionality reduction and classification of color features data using svm and knn 7 International Journal of Image Processing and Visual Communication 2013
12 DS Guru, M Ravikumar, BS Harish A review on offline handwritten script identification 0.821 IJCA 2012
13 M Ravi Kumar, Nayana N Shetty, BP Pragathi Text line segmentation of handwritten documents using clustering method based on thresholding approach 0.821 International Journal of Computer Applications 2012
14 M Ravikumar, R Pradeepkumar, BS Puneeth, B Prasad A Simple Text-line Segmentation Method for Handwritten Documents 7 IJCA Proceedings on National Conferecne on Advanced Computing and Communications 2012
15 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

Book Chapters

 
Sl No Authors Title Publisher Year
1 M Ravikumar, DS Guru, S Manjunath, VN Manjunath Aradhya Script Based Trilingual Handwritten Word Level Multiple Skew Estimation Springer 2016
2 M Ravikumar, S Manjunath, DS Guru Analysis and Automation of Handwritten Word Level Script Recognition Springer 2015
3 D. S Guru, Mahamad Suhil, M Ravikumar, S Manjunath Small Eigenvalue Based Skew Estimation of Handwritten Devanagari Words Springer 2015

Conferences

 
Sl No Authors Title Organizer Year
1 M Ravikumar and Omar Ali Boraik Estimation and Correction of Multiple Skews Arabic Handwritten Document Images International Conference on Innovative Computing and Communications: Proceedings of ICICC 2021. 2024-11-21
2 M. Ravikumar, A. N. Jagadish, K. Indrakumar Enhancement of Echocardiographic Images of Rheumatic Heart Disease using Median filtering and Histogram Equalization Techniques Second International Conference on Data Science and Information System (ICDSIS) 2024 2024-07-18
3 M Ravikumar and S Sampathkumar Segmentation of Handwritten Characters from Answer Scripts Proceedings of the International Conference on Cognitive and Intelligent Computing: ICCIC 2021. 2022-11-20
4 M Ravikumar and S Sampathkumar Recognition of Kannada Handwritten Words from Answer Scripts Using Machine Learning Approaches Information and Communication Technology for Competitive Strategies (ICTCS 2020) ICT: Applications a 2022-05-19
5 Omar Ali Boraik, M Ravikumar and Mufeed Ahmed Naji Saif Characters segmentation from Arabic handwritten document images: hybrid approach. International Journal of Advanced Computer Science and Applications. 2022-05-03
6 G Shivakumar, M Ravikumar, BJ Shivaprasad and DS Guru Signature Extraction from Bilingual Document Images Using Blobs Method Modern Approaches in Machine Learning & Cognitive Science: A Walkthrough 2022-04-15
7 M Ravikumar, MC Prashanth and DS Guru Matching Pattern in DNA Sequences Using Machine Learning Approach Based on K-Mer Function Modern Approaches in Machine Learning & Cognitive Science: A Walkthrough 2022-04-15
8 G Shivakumar, M Ravikumar, BJ Shivaprasad and DS Guru Extraction of Logo from Real Time Document Images Using Masking and Median Filter Approaches 3rd International Conference for Emerging Technology (INCET) 2022 2022-03-27
9 M Ravikumar, MC Prashanth and BJ Shivaprasad Searching Pattern in DNA Sequence Using ECC-Diffie-Hellman Exchange Based Hash Function: An Efficient Approach. Machine Learning and Big Data Analytics (Proceedings of International Conference on Machine Learning 2022-01-21
10 M Ravikumar, PG Rachana and BJ Shivaprasad Segmentation of Tumor Region from Mammogram Images Using Deep Learning Approach International Conference on Advanced Informatics for Computing Research. 2022-01-20
11 M Ravikumar and G Shivakumar A Survey on Text Detection from Document Images International Conference on Intelligent Computing and Smart Communication 2019. 2021-07-19
12 M Ravikumar and BJ Shivaprasad Segmentation of brain tumor from MR images using SegX-net an hybrid approach Information and Communication Technology for Competitive Strategies (ICTCS 2020) Intelligent Strateg 2021-07-10
13 M Ravikumar, PG Rachana, BJ Shivaprasad and DS Guru Enhancement of mammogram images using CLAHE and bilateral filter approaches Cybernetics, Cognition and Machine Learning Applications: Proceedings of ICCCMLA 2020. 2021-03-10
14 M Ravikumar and MC Prashanth Analysis of DNA sequence pattern matching: a brief survey Cybernetics, Cognition and Machine Learning Applications: Proceedings of ICCCMLA 2020. 2021-03-10
15 M Ravikumar, S Sampath Kumar and G Shivakumar Automation of Answer Scripts Evaluation-A Review Cybernetics, Cognition and Machine Learning Applications: Proceedings of ICCCMLA 2020. 2021-03-10
16 M Ravikumar, BJ Shivaprasad and Devanur S Guru Enhancement of MRI brain images using fuzzy logic approach Recent Trends in Image Processing and Pattern Recognition: Third International Conference, RTIP2R 20 2021-02-26
17 M Ravikumar and Omar Ali Boraik Low Pass Filter-Based Enhancement of Arabic Handwritten Document Images Information and Communication Technology for Intelligent Systems: Proceedings of ICTIS 2020. 2020-10-10
18 M Ravikumar, S Sampathkumar, MC Prashanth and BJ Shivaprasad Object Recognition Using SBMHF Features International Conference on Intelligent Computing and Smart Communication 2019: Proceedings of ICSC 2020-06-08
19 M Ravikumar, BJ Shivaprasad, G Shivakumar and PG Rachana Estimation of Skew Angle from Trilingual Handwritten Documents at Word Level: An Approach Based on Region Props Soft Computing and Signal Processing: Proceedings of ICSCSP 2018. 2019-02-14
20 M Ravikumar, DS Guru, S Manjunath, VN Manjunath Aradhya Script Based Trilingual Handwritten Word Level Multiple Skew Estimation Springer 2016
21 M Ravikumar, S Manjunath, DS Guru Analysis and Automation of Handwritten Word Level Script Recognition Springer 2015
22 D. S Guru, Mahamad Suhil, M Ravikumar, S Manjunath Small Eigenvalue Based Skew Estimation of Handwritten Devanagari Words Springer 2015
23 S Manjunath, DS Guru, M Ravikumar Handwritten Script Identification: Fusion based Approaches MPCIT 2012

Articles

 
Sl.No Authors Title Publisher Year
Sl No Title Funding Agency Co-Investigator Amount Status
1 Vision based solution for early diagnosis of cancer cells. A case study : Breast cancer UGC -Nil- 38000 Completed
Sl No Investigator Name Title Year
Sl No Name Title Research Degree
1 Indrakumar K , 531333511290 Analysis of Brain Tumor MR Images Using Machine Learning Techniques Ph.D.
2 Jagadish A N Analysis of Rheumatic Heart Disease symptoms using Artificial Intelligence Approaches Ph.D.
3 Shivakumar G 699997037834 Handwritten document analysis Ph.D.
4 Shivaprasad B J 387649066722 Medical Image Analysis Ph.D.
5 Sampath Kumar S272903857512 Handwritten Document Analysis Ph.D.
6 Rachana P G756295082109 Medical Image Analysis Ph.D.
7 OMAR ALI - Ph.D.
Sl No Name Title of Thesis Research Degree Year Address EmailId