Noorul Islam Centre for Higher Education

Education

Ph.D - Information and Communication Engineering, Anna University Chennai (2013)
M.E. - Applied Electronics, Hindustan College of Engineering, Chennai (2004)
B.E - Electronics and Instrumentation Engineering, Noorul Islam College of Engineering (2002)

Experience

Associate Professor & Head, Noorul Islam Centre for Higher Education, Kumaracoil (2017-04-15 - Present)
Associate Professor, Noorul Islam Centre for Higher Education, Kumaracoil (2010-09-18 - 2017-04-14)
Assistant Professor , Noorul Islam College of Engineering, Kumaracoil (2010-02-08 - 2010-09-17)
Lecturer, Noorul Islam College of Engineering, Kumaracoil (2004-08-12 - 2010-02-07)

Journal Publications

Transformer Skip-Fusion Based SwinUNet for Liver Segmentation From CT Images by Kumar, S.S. , Vinod Kumar, R.S., International Journal of Imaging Systems and Technology (2024)
Grey Wolf optimized SwinUNet based transformer framework for liver segmentation from CT images by Kumar, S.S. , Vinod Kumar, R.S. , Ranjith, V.G. , Jeevakala, S. , Sajithra Varun, S., Computers and Electrical Engineering (2024)
Literature survey on deep learning methods for liver segmentation from CT images: a comprehensive review by Kumar, S.S. , Vinod Kumar, R.S., Multimedia Tools and Applications (2024)
Classification of Benign and Malignancy in Lung Cancer Using Capsule Networks with Dynamic Routing Algorithm on Computed Tomography Images by Bushara, A.R. , Vinod Kumar, R.S. , Kumar, S.S., Journal of Artificial Intelligence and Technology (2024)
The Implications of Varying Batch-Size in the Classification of Patch-Based Lung Nodules Using Convolutional Neural Network Architecture on Computed Tomography Images by Bushara, A.R. , Vinod Kumar, R.S. , Kumar, S.S., Journal of Biomedical Photonics and Engineering (2024)
An ensemble method for the detection and classification of lung cancer using Computed Tomography images utilizing a capsule network with Visual Geometry Group by Bushara, A.R. , Vinod Kumar, R.S. , Kumar, S.S., Biomedical Signal Processing and Control (2023)
Deep learning-based weld defect classification using VGG16 transfer learning adaptive fine-tuning by Kumaresan, S. , Aultrin, K.S.J. , Kumar, S.S. , Anand, M.D, International Journal on Interactive Design and Manufacturing (2023)
LCD-Capsule Network for the Detection and Classification of Lung Cancer on Computed Tomography Images by A.R, Bushara. , R.S, Vinodkumar. , S.S, Kumar, Multimedia Tools and Applicationsthis link is disabled (2023)
Early cervical cancer diagnosis using Sooty tern-optimized CNN-LSTM classifier by Chitra, B. , Kumar, S.S., International Journal of Imaging Systems and Technologythis link is disabled (2022)
Deep Learning Based Simple CNN Weld Defects Classification Using Optimization Technique by Kumaresan, S. , Aultrin, K.S.J. , Kumar, S.S. , Anand, M.D, Russian Journal of Nondestructive Testing (2022)
Detection of Fetal Cardiac Anomaly from Composite Abdominal Electrocardiogram by M Anisha, S S Kumar, E Nithila, Biomedical Signal Processing and Control (2021)
Recent advancement in cervical cancer diagnosis for automated screening: a detailed review by B Chitra, SS Kumar, Journal of Ambient Intelligence and Humanized Computing (2021)
Low power pulsed flip-flop with clock gating and conditional pulse enhancement by John K., Vinod R.S.K., Kumar S.S., International Journal of Automation and Control (2021)
Automated detection of retinal hemorrhage based on supervised classifiers by Sreeja K.A., Kumar S.S., Indonesian Journal of Electrical Engineering and Informatics (2020)
A tumour segmentation approach from FLAIR MRI brain images using SVM and genetic algorithm by Aswathy S.U., Glan Devadhas G., Kumar S.S., International Journal of Biomedical Engineering and Technology (2020)
A novel classification approach to detect the presence of foetal cardiac anomaly from foetal electrocardiogram by Anisha M., Kumar S.S., Benisha M., International Journal of Biomedical Engineering and Technology (2020)
Comparison of skin lesion segmentation methods by Binu Sathiya S., Kumar S.S., Journal of Advanced Research in Dynamical and Control Systems (2019)
Segmentation of chondroblastoma from medical images using modified region growing algorithm by Anshad P.Y.M., Kumar S.S., Shahudheen S., Cluster Computing (2019)
Effect of clock gating in conditional pulse enhancement flip-flop for low power applications by John K., Vinod Kumar R.S., Kumar S.S., Indonesian Journal of Electrical Engineering and Informatics (2019)
Discontinuity adaptive SAR image despeckling using curvelet-based BM3D technique by Devapal D., Kumar S.S., Sethunadh R., International Journal of Wavelets, Multiresolution and Information Processing (2019)
Comparison of classifier strength for detection of retinal hemorrhages by Sreeja K.A., Kumar S.S., International Journal of Innovative Technology and Exploring Engineering (2019)
A novel design of synchronous counter for low power and high-speed applications by John K., Vinod Kumar R.S., Kumar S.S., International Journal of Engineering and Advanced Technology (2019)
Evaluating the performance metrics of different machine learning classifiers by combined feature extraction method in Alzheimer's disease detection by Dinu A.J., Ganesan R., Kumar S.S., International Journal of Emerging Trends in Engineering Research (2019)
Brain tumor detection and segmentation using a wrapper based genetic algorithm for optimized feature set by Aswathy S.U., Glan Devadhas G., Kumar S.S., Cluster Computing (2019)
Segmentation of lung from CT using various active contour models by Nithila E.E., Kumar S.S., Biomedical Signal Processing and Control (2019)
Parallelization of jump flood-cut method in shared memory multicore systems by Sajan P.P., Kumar S.S., Journal of Computational and Theoretical Nanoscience (2019)
Design of conditional pulse enhancement flip-flop embedded with clock gating and signal feed-through mechanism by John K., Kumar V.R.S., Kumar S.S., Journal of Engineering Science and Technology (2019)
A novel method for melanoma classification using fuzzy based HKSVM by Binu Sathiya S., Kumar S.S., Prabin A., Journal of Advanced Research in Dynamical and Control Systems (2019)
Performance comparison of MeRMaId-ICA and Np-ICA in composite abdominal electrocardiogram separation by Anisha M., Kumar S.S., Benisha M., International Journal of Biomedical Engineering and Technology (2019)
Classification and mapping of land use land cover change in Kanyakumari District with remote sensing and GIS techniques by Lekha, SL Senthil; Kumar, SS;, International Journal of Applied Engineering Research (2018)
An improved tumor segmentation algorithm from T2 and FLAIR multimodality MRI brain images by support vector machine and genetic algorithm by Sukumaran A., Glan D.G., Kumar S.S., Cogent Engineering (2018)
Impact of pulse-triggered flip-flops in low power applications by John K., Vinod Kumar R., Kumar S. S, Journal of Advanced Research in Dynamical and Control Systems (2018)
Design of low power and high speed implicit pulse flip-flop and its application by John K., Vinod Kumar R.S., Kumar S.S., International Journal of Engineering and Technology(UAE) (2018)
Automatic segmentation of chondroblastoma from X-ray images using active contour and levelset method by Muhammed Anshad P.Y., Kumar S.S., International Journal of Engineering and Technology(UAE) (2018)
Selection of suitable supervised classification techniques for the geographic analysis of land using GIS techniques by Senthil Lekha S.L., Kumar S.S., International Journal of Engineering and Technology(UAE) (2018)
GVF snake algorithm-a parallel approach by Sajan P.P., Kumar S.S., International Journal of Engineering and Technology(UAE) (2018)
A Novel Approach of Despeckling SAR Images Using Nonlocal Means Filtering by Devapal D., Kumar S.S., Jojy C., Journal of the Indian Society of Remote Sensing (2017)
Region-threshold detection and KNN classification method for detecting and classifying hemorrhages for real time application in retinal fundus images by Sreeja K.A., Kumar S.S., Journal of Advanced Research in Dynamical and Control Systems (2017)
Automatic segmentation of chondroblastoma from medical images using SRM & active contour method by Muhammed Anshad P.Y., Kumar S.S., Journal of Advanced Research in Dynamical and Control Systems (2017)
Survey on Brain Tumour Detection and Segmentation Techniques on MRI Images by Aswathy, SU; Menon, Sreevidya P; Devadhas, G Glan; Kumar, SS;, International Journal of Innovative Science and Research Technology (2017)
Parallelizing MAP-ML method in multicore architecture by Sajan P.P., Kumar S.S., Journal of Advanced Research in Dynamical and Control Systems (2017)
MRI Brain Tumor Segmentation Using Genetic Algorithm With SVM Classifier by Aswathy, SU; Devadhas, G Glan; Kumar, SS;, IOSR Journal of Electronics and Communication Engineering (IOSR-JECE) (2017)
Automatic detection of solitary pulmonary nodules using swarm intelligence optimized neural networks on CT images by Nithila E.E., Kumar S.S., Engineering Science and Technology, an International Journal (2017)
An optimized approach for SVM based segmentation of MR images of brain tumors by Aswathy S.U., Glan Devadhas G., Kumar S.S., Sreevidya P., Journal of Advanced Research in Dynamical and Control Systems (2017)
Comparison of Transform Domain based SAR Despeckling Techniques by Devapal, Devi; Kumar, SS;, Indian Journal of Science and Technology (2016)
Segmentation of lung nodule in CT data using active contour model and Fuzzy C-mean clustering by Nithila E.E., Kumar S.S., Alexandria Engineering Journal (2016)
Lung cancer diagnosis from CT images using CAD system: A review by Nithila E.E., Kumar S.S., International Journal of Biomedical Engineering and Technology (2016)
Recognition and eradication of prime artefact from the abdominal electrocardiogram by Anisha M., Kumar S.S., Benisha M., International Journal of Biomedical Engineering and Technology (2016)
Quick detection of brain tumor using a combination of E-M and levelset method by Aswathy S.U., Glan Deva Dhas G., Kumar S.S., Indian Journal of Science and Technology (2015)
Segmentation of chondroblastoma based on active contour and level set method by Muhammed Anshad P.Y., Kumar S.S., Indian Journal of Science and Technology (2015)
Land cover change analysis of Kanyakumari district using sensor images in GIS environment by Senthil Lekha S.L., Kumar S.S., International Journal of Applied Engineering Research (2015)
Comprehensive survey on SAR image despeckling techniques by Devapal D., Kumar S.S., Jojy C., Indian Journal of Science and Technology (2015)
Performance analysis of wave atom transform in texture classification by Rajeesh J., Moni R.S., Kumar S.S., Signal, Image and Video Processing (2014)
A survey of segmentation of brain tumor from MRI brain images by Aswathy S.U., Glan Deva Dhas G., Kumar S.S., International Journal of Applied Engineering Research (2014)
Brain tumor segmentation-A parallel approach in multicore architecture using openMP by Sajan P.P., Kumar S.S., International Journal of Applied Engineering Research (2014)
Importance of digital image segmentation algorithms for computer aided diagnosis – A review by Muhammed Anshad P.Y., Kumar S.S., International Journal of Applied Engineering Research (2014)
Automatic liver and lesion segmentation: A primary step in diagnosis of liver diseases by Kumar S.S., Moni R.S., Rajeesh J., Signal, Image and Video Processing (2013)
An automatic computer-aided diagnosis system for liver tumours on computed tomography images by Kumar S.S., Moni R.S., Rajeesh J., Computers and Electrical Engineering (2013)
Automatic segmentation of liver tumour using a possibilistic alternative fuzzy c-means clustering by Kumar S.S., Moni R.S., Rajeesh J., International Journal of Computers and Applications (2013)
Liver tumour classification using co-occurrence matrices on the contourlet domain by Kumar S.S., Moni R.S., Rajeesh J., Machine Graphics and Vision (2011)
Automatic segmentation of liver and tumor for CAD of liver by Kumar, SS; Moni, RS; Rajeesh, J, Journal of advances in information technology (2011)
Diagnosis of liver tumour from CT images using contourlet transform by Kumar S.S., Moni R.S., International Journal of Biomedical Engineering and Technology (2011)
Diagnosis of Liver Tumor from CT Images using Curvelet Transform by S. S. KUMAR, R. S. MONI, (IJCSE) International Journal on Computer Science and Engineering (2010)
Diagnosis of Liver Tumor from CT Images Using Fast Discrete Curvelet Transform by Kumar S S, Moni R S, International Journal of Computer Applications (2010)
Prediction Models Applying Convolutional Neural Network based Deep Learning to Cervical Cancer Outcomes by Chitra, B. , Kumar, S.S. , Subbulekshmi, D., IETE Journal of Research (29)

Books Published

No books published.

Patents

No patents available.

Conferences

No conferences available.

Projects

No projects available.

Faculty Development Programs (FDP)

No FDPs available.

Online Courses

No online courses available.

Events Organized

Dr. Kumar S S - National Conference
Dr. KUMAR S S - CAD from Medical Images
Dr. Kumar S S - Deep Learning: Fundamentals and Applications
Dr. Kumar S S - Deep Learning Architectures: Building Blocks of AI
Dr. KUMAR S S - Digital Image Processing using Matlab
Dr. KUMAR S S - Image Processing using Matlab

Awards

Dr. KUMAR S S - Outstanding Reviewer
Dr. KUMAR S S - Outstanding Reviewer Award from Elsevier for the years 2017, 2018, 2019

Guest Activities

No guest activities available.

Additional Contributions

No additional contributions available.

Dr. Kumar S S