Madhu S. Nair

76 papers C 3Journal 57Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Dual-Path Self-Supervised Framework for Polyp Segmentation Using Vision Transformers and CNNs.
IEEE Access
Lijin P., Madhu S. Nair
2025 J jnl
Analyzing the Efficacy of Computer-Aided Detection in Cerebral Aneurysm Diagnosis Using MRI Modality: A Review.
IEEE Access
Keerthi A. S. Pillai, Preena K. P., Madhu S. Nair
2025 J jnl
Correction: DNACoder: a CNN-LSTM attention-based network for genomic sequence data compression.
Neural Comput. Appl.
Sheena K. S., Madhu S. Nair
2025 J jnl
Evaluation of techniques for automated classification and artery quantification of the circle of Willis on TOF-MRA images: The CROWN challenge.
Medical Image Anal.
Iris N. Vos, Ynte M. Ruigrok, Edwin Bennink, Mireille R. E. Velthuis, Barbara Paic, Maud E. H. Ophelders, Myrthe A. D. Buser, Bas H. M. van der Velden, Chen Geng, Matthieu Coupet, Félix Dumais, Adrian Galdran, Junyi Zhang, Wei Liu, Ting Ma, Madhu S. Nair, Mathieu Naudin, Preena K. P., Keerthi A. S. Pillai, Pengcheng Shi, Thierry Urruty, Yakang Dai, Kaiyuan Yang, Fabio Musio, Bjoern H. Menze, Birgitta K. Velthuis, Hugo J. Kuijf
2025 J jnl
Integrative Spectral-Graph Learning With CNN Features for the Classification of Circle of Willis Anatomical Variants.
IEEE J. Biomed. Health Informatics
Preena K. P., Keerthi A. S. Pillai, Madhu S. Nair
2025 — conf
Kidney Tumor Segmentation on CT Images Using DeepLabV3+ and EfficientNet-B5 with Attention Mechanism and Deep Supervision.
EUVIP
Vaishak C. Krishnan, Madhu S. Nair
2024 J jnl
DNACoder: a CNN-LSTM attention-based network for genomic sequence data compression.
Neural Comput. Appl.
Sheena K. S., Madhu S. Nair
2024 J jnl
Dual Encoder-Decoder Shifted Window-Based Transformer Network for Polyp Segmentation With Self-Learning Approach.
IEEE Trans. Artif. Intell.
Lijin P., Mohib Ullah, Anuja Vats, Faouzi Alaya Cheikh, G. Santhosh Kumar, Madhu S. Nair
2024 J jnl
GenCoder: A Novel Convolutional Neural Network Based Autoencoder for Genomic Sequence Data Compression.
IEEE ACM Trans. Comput. Biol. Bioinform.
Sheena K. S., Madhu S. Nair
2024 J jnl
KSVM-Based Fast Intra Mode Prediction in HEVC Using Statistical Features and Sparse Autoencoder.
IEEE Access
Preethi S. Nair, Madhu S. Nair
2024 J jnl
On the Automated Unruptured Intracranial Aneurysm Segmentation From TOF-MRA Using Deep Learning Techniques.
IEEE Access
V. A. Anima, Madhu S. Nair
2023 J jnl
RDD-Net: retinal disease diagnosis network: a computer-aided diagnosis technique using graph learning and feature descriptors.
Vis. Comput.
Amritha Abdul Salam, Manjunatha Mahadevappa, Asha Das, Madhu S. Nair
2023 — conf
Self-supervised animal detection in constrained environment.
BMVC Workshop
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
2023 — conf
Tracking-by-Self Detection: A Self-supervised Framework for Multiple Animal Tracking.
AIAI (1)
C. B. Dev Narayan, Fayaz Rahman, Mohib Ullah, Faouzi Alaya Cheikh, Ali Shariq Imran, Christopher Coello, Øyvind Nordbø, G. Santhosh Kumar, Madhu S. Nair
2023 J jnl
VSMCNN-dynamic summarization of videos using salient features from multi-CNN model.
J. Ambient Intell. Humaniz. Comput.
Madhu S. Nair, Jesna Mohan
2022 J jnl
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
Gayathri J. L., Bejoy Abraham, Sujarani M. S., Madhu S. Nair
2022 J jnl
Adaptive Importance Sampling Unscented Kalman Filter With Kernel Regression for SAR Image Super-Resolution.
IEEE Geosci. Remote. Sens. Lett.
Sithara Kanakaraj, Madhu S. Nair, Saidalavi Kalady
2022 J jnl
An empirical study of the impact of masks on face recognition.
Pattern Recognit.
Govind Jeevan, Geevar C. Zacharias, Madhu S. Nair, Jeny Rajan
2022 J jnl
Computer-aided detection of COVID-19 from CT scans using an ensemble of CNNs and KSVM classifier.
Signal Image Video Process.
Bejoy Abraham, Madhu S. Nair
2022 J jnl
Copy-move forgery detection using binary discriminant features.
J. King Saud Univ. Comput. Inf. Sci.
Priya Mariam Raju, Madhu S. Nair
2022 J jnl
DRG-NET: A graph neural network for computer-aided grading of diabetic retinopathy.
Signal Image Video Process.
Amritha Abdul Salam, Manjunatha Mahadevappa, Asha Das, Madhu S. Nair
2022 J jnl
Multi-View Stereo Using Graph Cuts-Based Depth Refinement.
IEEE Signal Process. Lett.
Nirmal Sukumaran Nair, Madhu S. Nair
2022 J jnl
NAS-SGAN: A Semi-Supervised Generative Adversarial Network Model for Atypia Scoring of Breast Cancer Histopathological Images.
IEEE J. Biomed. Health Informatics
Asha Das, Vinod Kumar Devarampati, Madhu S. Nair
2022 J jnl
On the performance analysis of solving the Rubik's cube using swarm intelligence algorithms.
Appl. Artif. Intell.
Jishnu Jeevan, Madhu S. Nair
2021 J jnl
Multilevel thresholding for image segmentation using Krill Herd Optimization algorithm.
J. King Saud Univ. Comput. Inf. Sci.
K. P. Baby Resma, Madhu S. Nair
2021 J jnl
Static video summarization using multi-CNN with sparse autoencoder and random forest classifier.
Signal Image Video Process.
Madhu S. Nair, Jesna Mohan
2020 J jnl
Batch Mode Active Learning on the Riemannian Manifold for Automated Scoring of Nuclear Pleomorphism in Breast Cancer.
Artif. Intell. Medicine
Asha Das, Madhu S. Nair, S. David Peter
2020 J jnl
Computer-Aided Histopathological Image Analysis Techniques for Automated Nuclear Atypia Scoring of Breast Cancer: a Review.
J. Digit. Imaging
Asha Das, Madhu S. Nair, S. David Peter
2020 J jnl
On evolutionary computation techniques for multi-view triangulation.
Mach. Vis. Appl.
Nirmal Sukumaran Nair, Madhu S. Nair
2020 C conf
Scalable multi-view stereo using CMA-ES and distance transform-based depth map refinement.
ICMV
Nirmal Sukumaran Nair, Madhu S. Nair
2020 J jnl
Tongue print identification using deep CNN for forensic analysis.
J. Intell. Fuzzy Syst.
Santhu Sadasivan, Trivandrum T. Sivakumar, Anna P. Joseph, Geevar C. Zacharias, Madhu S. Nair
2019 J jnl
A machine learning approach for fast mode decision in HEVC intra prediction based on statistical features.
J. Intell. Fuzzy Syst.
Preethi S. Nair, K. R. Rao, Madhu S. Nair
2019 J jnl
Adaptive Importance Sampling Unscented Kalman Filter based SAR image super resolution.
Comput. Geosci.
Sithara Kanakaraj, Madhu S. Nair, Saidalavi Kalady
2019 J jnl
Computer-aided grading of prostate cancer from MRI images using Convolutional Neural Networks.
J. Intell. Fuzzy Syst.
Bejoy Abraham, Madhu S. Nair
2019 J jnl
Correction to "Dynamic Summarization of Videos Based on Descriptors in Space-Time Video Volumes and Sparse Autoencoder".
IEEE Access
Jesna Mohan, Madhu S. Nair
2019 J jnl
Domain independent static video summarization using sparse autoencoders and K-means clustering.
J. Intell. Fuzzy Syst.
Jesna Mohan, Madhu S. Nair
2019 J jnl
Sparse Representation Over Learned Dictionaries on the Riemannian Manifold for Automated Grading of Nuclear Pleomorphism in Breast Cancer.
IEEE Trans. Image Process.
Asha Das, Madhu S. Nair, S. David Peter
2019 C conf
Video Summarization using Convolutional Neural Network and Random Forest Classifier.
TENCON
Madhu S. Nair, Jesna Mohan
2018 J jnl
Computer-aided classification of prostate cancer grade groups from MRI images using texture features and stacked sparse autoencoder.
Comput. Medical Imaging Graph.
Bejoy Abraham, Madhu S. Nair
2018 J jnl
Dynamic Summarization of Videos Based on Descriptors in Space-Time Video Volumes and Sparse Autoencoder.
IEEE Access
Jesna Mohan, Madhu S. Nair
2018 J jnl
Identification of tongue print images for forensic science and biometric authentication.
J. Intell. Fuzzy Syst.
Trivandrum T. Sivakumar, Shali S. Nair, Geevar C. Zacharias, Madhu S. Nair, Anna P. Joseph
2018 J jnl
SAR Image Super Resolution using Importance Sampling Unscented Kalman Filter.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sithara Kanakaraj, Madhu S. Nair, Saidalavi Kalady
2017 J jnl
Fingerprint reference point identification based on chain encoded discrete curvature and bending energy.
Pattern Anal. Appl.
Geevar C. Zacharias, Madhu S. Nair, P. Sojan Lal
2017 J jnl
Guided SAR image despeckling with probabilistic non local weights.
Comput. Geosci.
Jithin Gokul, Madhu S. Nair, Jeny Rajan
2017 J jnl
Malaria Parasite Detection From Peripheral Blood Smear Images Using Deep Belief Networks.
IEEE Access
Dhanya Bibin, Madhu S. Nair, P. Punitha
2017 J jnl
Temperature mapping of a rotary kiln using fuzzy logic.
J. Intell. Fuzzy Syst.
L. R. Sreedhanya, Abi Varghese, Madhu S. Nair, M. Wilscy
2016 — conf
Detection of mitotic nuclei in breast histopathology images using localized ACM and Random Kitchen Sink based classifier.
EMBC
K. Sabeena Beevi, Madhu S. Nair, G. R. Bindu
2016 J jnl
Image reconstruction from random samples using multiscale regression framework.
Neurocomputing
Susmi Jacob, Madhu S. Nair
2016 — conf
Pre- and Post-fingerprint Skeleton Enhancement for Minutiae Extraction.
CVIP (1)
Geevar C. Zacharias, Madhu S. Nair, P. Sojan Lal
2015 J jnl
Adaptive block truncation coding technique using edge-based quantization approach.
Comput. Electr. Eng.
Jayamol Mathews, Madhu S. Nair
2015 J jnl
Iterative bilateral filter for Rician noise reduction in MR images.
Signal Image Video Process.
R. Riji, Jeny Rajan, Jan Sijbers, Madhu S. Nair
2014 — conf
A Novel Color Image Coding Technique Using Improved BTC with k-means Quad Clustering.
SIRS
Jayamol Mathews, Madhu S. Nair, Liza Jo
2014 J jnl
Edge preserving single image super-resolution with improved visual quality.
Signal Process.
S. Vishnukumar, Madhu S. Nair, M. Wilscy
2013 J jnl
Direction based adaptive weighted switching median filter for removing high density impulse noise.
Comput. Electr. Eng.
Madhu S. Nair, P. M. Ameera Mol
2013 J jnl
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.
Christy Jojy, Madhu S. Nair, Gorthi R. K. Sai Subrahmanyam, R. Riji
2013 — conf
Forgery Detection in Ballistic Motion Videos Using Motion Estimation and Modelling.
MIKE
Jithin Raj, Madhu S. Nair
2013 J jnl
Predictive-based adaptive switching median filter for impulse noise removal using neural network-based noise detector.
Signal Image Video Process.
Madhu S. Nair, Viju Shankar
2013 — conf
Wavelet Based Sharp Features (WASH): An Image Quality Assessment Metric Based on HVS.
ADCONS
M. Reenu, Dayana David, S. S. Aneesh Raj, Madhu S. Nair
2012 J jnl
A new fuzzy-based decision algorithm for high-density impulse noise removal.
Signal Image Video Process.
Madhu S. Nair, G. Raju
2012 J jnl
Directional switching median filter using boundary discriminative noise detection by elimination.
Signal Image Video Process.
A. Nasimudeen, Madhu S. Nair, Rao Tatavarti
2012 — conf
Improved BTC Algorithm for Gray Scale Images Using K-Means Quad Clustering.
ICONIP (4)
Jayamol Mathews, Madhu S. Nair, Liza Jo
2011 J jnl
Additive noise removal using a novel fuzzy-based filter.
Comput. Electr. Eng.
Madhu S. Nair, G. Raju
2011 — conf
An Efficient Directional Weighted Median Switching Filter for Impulse Noise Removal in Medical Images.
ACC (3)
Madhu S. Nair, J. Reji
2011 — conf
Detection of Straight Lines Using Rule Directed Pixel Comparison (RDPC) Method.
ADCONS
Anand T. V., Madhu S. Nair, Rao Tatavarti
2011 J jnl
Fuzzy lattice and function approximation in image processing.
Int. J. Intell. Syst. Technol. Appl.
Sasi Gopalan, C. Sheela, Madhu S. Nair, Souriar Sebastian
2011 J jnl
Fuzzy logic-based automatic contrast enhancement of satellite images of ocean.
Signal Image Video Process.
Madhu S. Nair, Rekha Lakshmanan, M. Wilscy, Rao Tatavarti
2011 — conf
Noise Adaptive Weighted Switching Median Filter for Removing High Density Impulse Noise.
ACC (3)
Madhu S. Nair, P. M. Ameera Mol
2011 J jnl
Satellite image processing for oceanic applications using fuzzy logic.
Int. J. Intell. Syst. Technol. Appl.
Madhu S. Nair, Rekha Lakshmanan, M. Wilscy, Rao Tatavarti
2009 — conf
A Novel Approach for Edge Detection Using HBT Filter and Logarithmic Transform.
ICDIP
Madhu S. Nair, R. Vrinthavani, M. Wilscy
2009 J jnl
HBT Filter and Logarithmic Transform Based Edge Detection - A Modified Approach.
Eng. Lett.
Madhu S. Nair, R. Vrinthavani, M. Wilscy
2008 — conf
A New Fuzzy-Based Additive Noise Removal Filter.
World Congress on Engineering (Selected Papers)
M. Wilscy, Madhu S. Nair
2008 — conf
A New Method for Sharpening Color Images Using Fuzzy Approach.
ICIAR
M. Wilscy, Madhu S. Nair
2008 — conf
Expectation-Maximization with Distance Measure for Color Image Segmentation.
ICIIS
Madhu S. Nair, R. Rajasree, Jisha John, M. Wilscy
2008 C conf
Modified Method for Denoising Color Images using Fuzzy Approach.
SNPD
Madhu S. Nair, M. Wilscy
2008 J jnl
Simplified Neural Model for the Software Development Team Optimization.
Int. Arab J. Inf. Technol.
Madhu S. Nair, Jaya Vijayan
2006 J jnl
Neural Model for The Optimization Of Software Project Team.
Egypt. Comput. Sci. J.
Madhu S. Nair, Jaya Vijayan