Madhu S. Nair

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 44

Top Topics

Video Summarization

Super Resolution

Top Venues

J. Intell. Fuzzy Syst.

Signal Image Video Process.

Comput. Geosci.

Publications

Lijin P., Mohib Ullah, Anuja Vats, Faouzi Alaya Cheikh, G. Santhosh Kumar, Madhu S. Nair
Dual Encoder-Decoder Shifted Window-Based Transformer Network for Polyp Segmentation With Self-Learning Approach. IEEE Trans. Artif. Intell. 5 (7) (2024)
Sheena K. S., Madhu S. Nair
GenCoder: A Novel Convolutional Neural Network Based Autoencoder for Genomic Sequence Data Compression. IEEE ACM Trans. Comput. Biol. Bioinform. 21 (3) (2024)
Preethi S. Nair, Madhu S. Nair
KSVM-Based Fast Intra Mode Prediction in HEVC Using Statistical Features and Sparse Autoencoder. IEEE Access 12 (2024)
V. A. Anima, Madhu S. Nair
On the Automated Unruptured Intracranial Aneurysm Segmentation From TOF-MRA Using Deep Learning Techniques. IEEE Access 12 (2024)
Fayaz Rahman, C. B. Dev Narayan, Mohib Ullah, Muhammad Mudassar Yamin, Øyvind Nordbø, Christopher Coello, Ali Shariq Imran, G. Santhosh Kumar, Madhu S. Nair, Faouzi Alaya Cheikh
Self-supervised animal detection in constrained environment. BMVC Workshop (2023)
C. B. Dev Narayan, Fayaz Rahman, Mohib Ullah, Faouzi Alaya Cheikh, Ali Shariq Imran, Christopher Coello, Øyvind Nordbø, G. Santhosh Kumar, Madhu S. Nair
Tracking-by-Self Detection: A Self-supervised Framework for Multiple Animal Tracking. AIAI (1) (2023)
Madhu S. Nair, Jesna Mohan
VSMCNN-dynamic summarization of videos using salient features from multi-CNN model. J. Ambient Intell. Humaniz. Comput. 14 (10) (2023)
Amritha Abdul Salam, Manjunatha Mahadevappa, Asha Das, Madhu S. Nair
RDD-Net: retinal disease diagnosis network: a computer-aided diagnosis technique using graph learning and feature descriptors. Vis. Comput. 39 (10) (2023)
Gayathri J. L., Bejoy Abraham, Sujarani M. S., Madhu S. Nair
A computer-aided diagnosis system for the classification of COVID-19 and non-COVID-19 pneumonia on chest X-ray images by integrating CNN with sparse autoencoder and feed forward neural network. Comput. Biol. Medicine 141 (2022)
Jishnu Jeevan, Madhu S. Nair
On the performance analysis of solving the Rubik's cube using swarm intelligence algorithms. Appl. Artif. Intell. 36 (1) (2022)
Priya Mariam Raju, Madhu S. Nair
Copy-move forgery detection using binary discriminant features. J. King Saud Univ. Comput. Inf. Sci. 34 (2) (2022)
Nirmal S. Nair, Madhu S. Nair
Multi-View Stereo Using Graph Cuts-Based Depth Refinement. IEEE Signal Process. Lett. 29 (2022)
Govind Jeevan, Geevar C. Zacharias, Madhu S. Nair, Jeny Rajan
An empirical study of the impact of masks on face recognition. Pattern Recognit. 122 (2022)
Asha Das, Vinod Kumar Devarampati, Madhu S. Nair
NAS-SGAN: A Semi-Supervised Generative Adversarial Network Model for Atypia Scoring of Breast Cancer Histopathological Images. IEEE J. Biomed. Health Informatics 26 (5) (2022)
Amritha Abdul Salam, Manjunatha Mahadevappa, Asha Das, Madhu S. Nair
DRG-NET: A graph neural network for computer-aided grading of diabetic retinopathy. Signal Image Video Process. 16 (7) (2022)
Sithara Kanakaraj, Madhu S. Nair, Saidalavi Kalady
Adaptive Importance Sampling Unscented Kalman Filter With Kernel Regression for SAR Image Super-Resolution. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Bejoy Abraham, Madhu S. Nair
Computer-aided detection of COVID-19 from CT scans using an ensemble of CNNs and KSVM classifier. Signal Image Video Process. 16 (3) (2022)
Madhu S. Nair, Jesna Mohan
Static video summarization using multi-CNN with sparse autoencoder and random forest classifier. Signal Image Video Process. 15 (4) (2021)
K. P. Baby Resma, Madhu S. Nair
Multilevel thresholding for image segmentation using Krill Herd Optimization algorithm. J. King Saud Univ. Comput. Inf. Sci. 33 (5) (2021)
Nirmal S. Nair, Madhu S. Nair
On evolutionary computation techniques for multi-view triangulation. Mach. Vis. Appl. 31 (4) (2020)
Asha Das, Madhu S. Nair, S. David Peter
Computer-Aided Histopathological Image Analysis Techniques for Automated Nuclear Atypia Scoring of Breast Cancer: a Review. J. Digit. Imaging 33 (5) (2020)
Santhu Sadasivan, Trivandrum T. Sivakumar, Anna P. Joseph, Geevar C. Zacharias, Madhu S. Nair
Tongue print identification using deep CNN for forensic analysis. J. Intell. Fuzzy Syst. 38 (5) (2020)
Nirmal S. Nair, Madhu S. Nair
Scalable multi-view stereo using CMA-ES and distance transform-based depth map refinement. ICMV (2020)
Asha Das, Madhu S. Nair, S. David Peter
Batch Mode Active Learning on the Riemannian Manifold for Automated Scoring of Nuclear Pleomorphism in Breast Cancer. Artif. Intell. Medicine 103 (2020)
Madhu S. Nair, Jesna Mohan
Video Summarization using Convolutional Neural Network and Random Forest Classifier. TENCON (2019)
Preethi S. Nair, K. R. Rao, Madhu S. Nair
A machine learning approach for fast mode decision in HEVC intra prediction based on statistical features. J. Intell. Fuzzy Syst. 36 (3) (2019)
Sithara Kanakaraj, Madhu S. Nair, Saidalavi Kalady
Adaptive Importance Sampling Unscented Kalman Filter based SAR image super resolution. Comput. Geosci. 133 (2019)
Jesna Mohan, Madhu S. Nair
Correction to "Dynamic Summarization of Videos Based on Descriptors in Space-Time Video Volumes and Sparse Autoencoder". IEEE Access 7 (2019)
Asha Das, Madhu S. Nair, S. David Peter
Sparse Representation Over Learned Dictionaries on the Riemannian Manifold for Automated Grading of Nuclear Pleomorphism in Breast Cancer. IEEE Trans. Image Process. 28 (3) (2019)
Bejoy Abraham, Madhu S. Nair
Computer-aided grading of prostate cancer from MRI images using Convolutional Neural Networks. J. Intell. Fuzzy Syst. 36 (3) (2019)
Jesna Mohan, Madhu S. Nair
Domain independent static video summarization using sparse autoencoders and K-means clustering. J. Intell. Fuzzy Syst. 36 (3) (2019)
Jesna Mohan, Madhu S. Nair
Dynamic Summarization of Videos Based on Descriptors in Space-Time Video Volumes and Sparse Autoencoder. IEEE Access 6 (2018)
Sithara Kanakaraj, Madhu S. Nair, Saidalavi Kalady
SAR Image Super Resolution using Importance Sampling Unscented Kalman Filter. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (2) (2018)
Bejoy Abraham, Madhu S. Nair
Computer-aided classification of prostate cancer grade groups from MRI images using texture features and stacked sparse autoencoder. Comput. Medical Imaging Graph. 69 (2018)
Trivandrum T. Sivakumar, Shali S. Nair, Geevar C. Zacharias, Madhu S. Nair, Anna P. Joseph
Identification of tongue print images for forensic science and biometric authentication. J. Intell. Fuzzy Syst. 34 (3) (2018)
Geevar C. Zacharias, Madhu S. Nair, P. Sojan Lal
Fingerprint reference point identification based on chain encoded discrete curvature and bending energy. Pattern Anal. Appl. 20 (1) (2017)
Dhanya Bibin, Madhu S. Nair, P. Punitha
Malaria Parasite Detection From Peripheral Blood Smear Images Using Deep Belief Networks. IEEE Access 5 (2017)
Jithin Gokul, Madhu S. Nair, Jeny Rajan
Guided SAR image despeckling with probabilistic non local weights. Comput. Geosci. 109 (2017)
L. R. Sreedhanya, Abi Varghese, Madhu S. Nair, M. Wilscy
Temperature mapping of a rotary kiln using fuzzy logic. J. Intell. Fuzzy Syst. 32 (4) (2017)
Geevar C. Zacharias, Madhu S. Nair, P. Sojan Lal
Pre- and Post-fingerprint Skeleton Enhancement for Minutiae Extraction. CVIP (1) (2016)
Susmi Jacob, Madhu S. Nair
Image reconstruction from random samples using multiscale regression framework. Neurocomputing 189 (2016)
K. Sabeena Beevi, Madhu S. Nair, G. R. Bindu
Detection of mitotic nuclei in breast histopathology images using localized ACM and Random Kitchen Sink based classifier. EMBC (2016)
R. Riji, Jeny Rajan, Jan Sijbers, Madhu S. Nair
Iterative bilateral filter for Rician noise reduction in MR images. Signal Image Video Process. 9 (7) (2015)
Jayamol Mathews, Madhu S. Nair
Adaptive block truncation coding technique using edge-based quantization approach. Comput. Electr. Eng. 43 (2015)
S. Vishnukumar, Madhu S. Nair, M. Wilscy
Edge preserving single image super-resolution with improved visual quality. Signal Process. 105 (2014)
Jayamol Mathews, Madhu S. Nair, Liza Jo
A Novel Color Image Coding Technique Using Improved BTC with k-means Quad Clustering. SIRS (2014)
Madhu S. Nair, Viju Shankar
Predictive-based adaptive switching median filter for impulse noise removal using neural network-based noise detector. Signal Image Video Process. 7 (6) (2013)
Madhu S. Nair, P. M. Ameera Mol
Direction based adaptive weighted switching median filter for removing high density impulse noise. Comput. Electr. Eng. 39 (2) (2013)
M. Reenu, Dayana David, S. S. Aneesh Raj, Madhu S. Nair
Wavelet Based Sharp Features (WASH): An Image Quality Assessment Metric Based on HVS. ADCONS (2013)
Jithin Raj, Madhu S. Nair
Forgery Detection in Ballistic Motion Videos Using Motion Estimation and Modelling. MIKE (2013)
Christy Jojy, Madhu S. Nair, G. R. K. S. Subrahmanyam, R. Riji
Discontinuity Adaptive Non-Local Means With Importance Sampling Unscented Kalman Filter for De-Speckling SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (4) (2013)
A. Nasimudeen, Madhu S. Nair, Rao Tatavarti
Directional switching median filter using boundary discriminative noise detection by elimination. Signal Image Video Process. 6 (4) (2012)
Jayamol Mathews, Madhu S. Nair, Liza Jo
Improved BTC Algorithm for Gray Scale Images Using K-Means Quad Clustering. ICONIP (4) (2012)
Madhu S. Nair, G. Raju
A new fuzzy-based decision algorithm for high-density impulse noise removal. Signal Image Video Process. 6 (4) (2012)
Sasi Gopalan, C. Sheela, Madhu S. Nair, Souriar Sebastian
Fuzzy lattice and function approximation in image processing. Int. J. Intell. Syst. Technol. Appl. 10 (4) (2011)
Madhu S. Nair, Rekha Lakshmanan, M. Wilscy, Rao Tatavarti
Fuzzy logic-based automatic contrast enhancement of satellite images of ocean. Signal Image Video Process. 5 (1) (2011)
Madhu S. Nair, Rekha Lakshmanan, M. Wilscy, Rao Tatavarti
Satellite image processing for oceanic applications using fuzzy logic. Int. J. Intell. Syst. Technol. Appl. 10 (3) (2011)
Madhu S. Nair, P. M. Ameera Mol
Noise Adaptive Weighted Switching Median Filter for Removing High Density Impulse Noise. ACC (3) (2011)
Madhu S. Nair, G. Raju
Additive noise removal using a novel fuzzy-based filter. Comput. Electr. Eng. 37 (5) (2011)
Madhu S. Nair, J. Reji
An Efficient Directional Weighted Median Switching Filter for Impulse Noise Removal in Medical Images. ACC (3) (2011)
Anand T. V., Madhu S. Nair, Rao Tatavarti
Detection of Straight Lines Using Rule Directed Pixel Comparison (RDPC) Method. ADCONS (2011)
Madhu S. Nair, R. Vrinthavani, M. Wilscy
HBT Filter and Logarithmic Transform Based Edge Detection - A Modified Approach. Eng. Lett. 17 (3) (2009)
Madhu S. Nair, R. Vrinthavani, M. Wilscy
A Novel Approach for Edge Detection Using HBT Filter and Logarithmic Transform. ICDIP (2009)
Madhu S. Nair, Jaya Vijayan
Simplified Neural Model for the Software Development Team Optimization. Int. Arab J. Inf. Technol. 5 (2) (2008)
Madhu S. Nair, R. Rajasree, Jisha John, M. Wilscy
Expectation-Maximization with Distance Measure for Color Image Segmentation. ICIIS (2008)
Madhu S. Nair, M. Wilscy
Modified Method for Denoising Color Images using Fuzzy Approach. SNPD (2008)
M. Wilscy, Madhu S. Nair
A New Method for Sharpening Color Images Using Fuzzy Approach. ICIAR (2008)
M. Wilscy, Madhu S. Nair
A New Fuzzy-Based Additive Noise Removal Filter. World Congress on Engineering (Selected Papers) (2008)
Madhu S. Nair, Jaya Vijayan
Neural Model for The Optimization Of Software Project Team. Egypt. Comput. Sci. J. 28 (2) (2006)