Madhu S. Nair
Orcid: 0000-0001-6039-5727
According to our database1,
Madhu S. Nair
authored at least 70 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Neural Comput. Appl., October, 2024
Dual Encoder-Decoder Shifted Window-Based Transformer Network for Polyp Segmentation With Self-Learning Approach.
IEEE Trans. Artif. Intell., July, 2024
GenCoder: A Novel Convolutional Neural Network Based Autoencoder for Genomic Sequence Data Compression.
IEEE ACM Trans. Comput. Biol. Bioinform., 2024
KSVM-Based Fast Intra Mode Prediction in HEVC Using Statistical Features and Sparse Autoencoder.
IEEE Access, 2024
On the Automated Unruptured Intracranial Aneurysm Segmentation From TOF-MRA Using Deep Learning Techniques.
IEEE Access, 2024
2023
RDD-Net: retinal disease diagnosis network: a computer-aided diagnosis technique using graph learning and feature descriptors.
Vis. Comput., October, 2023
J. Ambient Intell. Humaniz. Comput., October, 2023
Tracking-by-Self Detection: A Self-supervised Framework for Multiple Animal Tracking.
Proceedings of the Artificial Intelligence Applications and Innovations, 2023
Proceedings of the 34th British Machine Vision Conference Workshop Proceedings, 2023
2022
On the performance analysis of solving the Rubik's cube using swarm intelligence algorithms.
Appl. Artif. Intell., December, 2022
NAS-SGAN: A Semi-Supervised Generative Adversarial Network Model for Atypia Scoring of Breast Cancer Histopathological Images.
IEEE J. Biomed. Health Informatics, 2022
IEEE Signal Process. Lett., 2022
Signal Image Video Process., 2022
Computer-aided detection of COVID-19 from CT scans using an ensemble of CNNs and KSVM classifier.
Signal Image Video Process., 2022
Pattern Recognit., 2022
Adaptive Importance Sampling Unscented Kalman Filter With Kernel Regression for SAR Image Super-Resolution.
IEEE Geosci. Remote. Sens. Lett., 2022
J. King Saud Univ. Comput. Inf. Sci., 2022
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, 2022
2021
Static video summarization using multi-CNN with sparse autoencoder and random forest classifier.
Signal Image Video Process., 2021
Multilevel thresholding for image segmentation using Krill Herd Optimization algorithm.
J. King Saud Univ. Comput. Inf. Sci., 2021
2020
Mach. Vis. Appl., 2020
J. Intell. Fuzzy Syst., 2020
Computer-Aided Histopathological Image Analysis Techniques for Automated Nuclear Atypia Scoring of Breast Cancer: a Review.
J. Digit. Imaging, 2020
Batch Mode Active Learning on the Riemannian Manifold for Automated Scoring of Nuclear Pleomorphism in Breast Cancer.
Artif. Intell. Medicine, 2020
Scalable multi-view stereo using CMA-ES and distance transform-based depth map refinement.
Proceedings of the Thirteenth International Conference on Machine Vision, 2020
2019
Sparse Representation Over Learned Dictionaries on the Riemannian Manifold for Automated Grading of Nuclear Pleomorphism in Breast Cancer.
IEEE Trans. Image Process., 2019
A machine learning approach for fast mode decision in HEVC intra prediction based on statistical features.
J. Intell. Fuzzy Syst., 2019
Domain independent static video summarization using sparse autoencoders and K-means clustering.
J. Intell. Fuzzy Syst., 2019
Computer-aided grading of prostate cancer from MRI images using Convolutional Neural Networks.
J. Intell. Fuzzy Syst., 2019
Adaptive Importance Sampling Unscented Kalman Filter based SAR image super resolution.
Comput. Geosci., 2019
Correction to "Dynamic Summarization of Videos Based on Descriptors in Space-Time Video Volumes and Sparse Autoencoder".
IEEE Access, 2019
Proceedings of the TENCON 2019, 2019
2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Identification of tongue print images for forensic science and biometric authentication.
J. Intell. Fuzzy Syst., 2018
Computer-aided classification of prostate cancer grade groups from MRI images using texture features and stacked sparse autoencoder.
Comput. Medical Imaging Graph., 2018
Dynamic Summarization of Videos Based on Descriptors in Space-Time Video Volumes and Sparse Autoencoder.
IEEE Access, 2018
2017
Fingerprint reference point identification based on chain encoded discrete curvature and bending energy.
Pattern Anal. Appl., 2017
Comput. Geosci., 2017
Malaria Parasite Detection From Peripheral Blood Smear Images Using Deep Belief Networks.
IEEE Access, 2017
2016
Neurocomputing, 2016
Detection of mitotic nuclei in breast histopathology images using localized ACM and Random Kitchen Sink based classifier.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of International Conference on Computer Vision and Image Processing, 2016
2015
Signal Image Video Process., 2015
Comput. Electr. Eng., 2015
2014
Signal Process., 2014
A Novel Color Image Coding Technique Using Improved BTC with k-means Quad Clustering.
Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2014
2013
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., 2013
Predictive-based adaptive switching median filter for impulse noise removal using neural network-based noise detector.
Signal Image Video Process., 2013
Direction based adaptive weighted switching median filter for removing high density impulse noise.
Comput. Electr. Eng., 2013
Proceedings of the Mining Intelligence and Knowledge Exploration, 2013
Wavelet Based Sharp Features (WASH): An Image Quality Assessment Metric Based on HVS.
Proceedings of the 2013 2nd International Conference on Advanced Computing, 2013
2012
Directional switching median filter using boundary discriminative noise detection by elimination.
Signal Image Video Process., 2012
Signal Image Video Process., 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
2011
Signal Image Video Process., 2011
Int. J. Intell. Syst. Technol. Appl., 2011
Int. J. Intell. Syst. Technol. Appl., 2011
Proceedings of the Advanced Computing, Networking and Security - International Conference, 2011
An Efficient Directional Weighted Median Switching Filter for Impulse Noise Removal in Medical Images.
Proceedings of the Advances in Computing and Communications, 2011
Noise Adaptive Weighted Switching Median Filter for Removing High Density Impulse Noise.
Proceedings of the Advances in Computing and Communications, 2011
2009
Eng. Lett., 2009
Proceedings of the 2009 International Conference on Digital Image Processing, 2009
2008
Simplified Neural Model for the Software Development Team Optimization.
Int. Arab J. Inf. Technol., 2008
Proceedings of the Advances in Electrical Engineering and Computational Science, 2008
Proceedings of the Ninth ACIS International Conference on Software Engineering, 2008
Proceedings of the IEEE Reglon 10 Colloquium and Third International Conference on Industrial and Information Systems, 2008
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
2006
Egypt. Comput. Sci. J., 2006