Malaya Kumar Nath

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 24

Top Topics

Histogram Equalization

Convolutional Neural Network

Vessel Segmentation

Top Venues

Circuits Syst. Signal Process.

SN Comput. Sci.

J. Intell. Fuzzy Syst.

Digit. Signal Process.

Publications

Vipin Venugopal, Malaya Kumar Nath, Justin Joseph, M. Vipin Das
A deep learning-based illumination transform for devignetting photographs of dermatological lesions. Image Vis. Comput. 142 (2024)
Mithun Kumar Kar, Malaya Kumar Nath
Efficient Segmentation of Vessels and Disc Simultaneously Using Multi-channel Generative Adversarial Network. SN Comput. Sci. 5 (3) (2024)
Poonguzhali Elangovan, Dhurairajan Vijayalakshmi, Malaya Kumar Nath
COVID-19Net: An Effective and Robust Approach for Covid-19 Detection Using Ensemble of ConvNet-24 and Customized Pre-trained Models. Circuits Syst. Signal Process. 43 (4) (2024)
Thivya Anbalagan, Malaya Kumar Nath, Archana Anbalagan
Detection of Atrial Fibrillation from ECG Signal Using Efficient Feature Selection and Classification. Circuits Syst. Signal Process. 43 (9) (2024)
Dhurairajan Vijayalakshmi, Malaya Kumar Nath
A systematic approach for enhancement of homogeneous background images using structural information. Graph. Model. 130 (2023)
Mithun Kumar Kar, Debanga Raj Neog, Malaya Kumar Nath
Retinal Vessel Segmentation Using Multi-Scale Residual Convolutional Neural Network (MSR-Net) Combined with Generative Adversarial Networks. Circuits Syst. Signal Process. 42 (2) (2023)
D. Vijayalakshmi, Malaya Kumar Nath
A strategic approach towards contrast enhancement by two-dimensional histogram equalization based on total variational decomposition. Multim. Tools Appl. 82 (13) (2023)
Vipin Venugopal, Justin Joseph, M. Vipin Das, Malaya Kumar Nath
An EfficientNet-based modified sigmoid transform for enhancing dermatological macro-images of melanoma and nevi skin lesions. Comput. Methods Programs Biomed. 222 (2022)
Yellamelli Prajna, Malaya Kumar Nath
Efficient blood vessel segmentation from color fundus image using deep neural network. J. Intell. Fuzzy Syst. 42 (4) (2022)
D. Vijayalakshmi, Malaya Kumar Nath
Contrast Enhancement Technique for Efficient Detection of Cloud from Remote Sensing Images. CSNDSP (2022)
D. Vijayalakshmi, Malaya Kumar Nath
A novel multilevel framework based contrast enhancement for uniform and non-uniform background images using a suitable histogram equalization. Digit. Signal Process. 127 (2022)
Poonguzhali Elangovan, Malaya Kumar Nath
En-ConvNet: A novel approach for glaucoma detection from color fundus images using ensemble of deep convolutional neural networks. Int. J. Imaging Syst. Technol. 32 (6) (2022)
Vipin Venugopal, Justin Joseph, M. Vipin Das, Malaya Kumar Nath
DTP-Net: A convolutional neural network model to predict threshold for localizing the lesions on dermatological macro-images. Comput. Biol. Medicine 148 (2022)
D. Vijayalakshmi, Malaya Kumar Nath, Madhusudhan Mishra
Novel Pre-processing Stage for Classification of CT Scan Covid-19 Images. SIGMAP (2021)
Poonguzhali Elangovan, Malaya Kumar Nath
A Novel Shallow ConvNet-18 for Malaria Parasite Detection in Thin Blood Smear Images. SN Comput. Sci. 2 (5) (2021)
Poonguzhali Elangovan, Malaya Kumar Nath
Glaucoma assessment from color fundus images using convolutional neural network. Int. J. Imaging Syst. Technol. 31 (2) (2021)
D. Vijayalakshmi, Malaya Kumar Nath
A Novel Contrast Enhancement Technique using Gradient-Based Joint Histogram Equalization. Circuits Syst. Signal Process. 40 (8) (2021)
Mithun Kumar Kar, Malaya Kumar Nath, Debanga Raj Neog
A Review on Progress in Semantic Image Segmentation and Its Application to Medical Images. SN Comput. Sci. 2 (5) (2021)
LillyMaheepa Pavuluri, Malaya Kumar Nath
Classification of Brain Tumor MR Images Using Transfer Learning and Machine Learning Models. CVIP (1) (2021)
Malaya Kumar Nath, Samarendra Dandapat, Cornel Barna
Automatic detection of blood vessels and evaluation of retinal disorder from color fundus images. J. Intell. Fuzzy Syst. 38 (5) (2020)
Sugan Nagarajan, Satya Sai Srinivas Nettimi, Lakshmi Sutha Kumar, Malaya Kumar Nath, Aniruddha Kanhe
Speech emotion recognition using cepstral features extracted with novel triangular filter banks based on bark and ERB frequency scales. Digit. Signal Process. 104 (2020)
Satya Sai Srinivas Nettimi, Sugan Nagarajan, Lakshmi Sutha Kumar, Malaya Kumar Nath, Aniruddha Kanhe
Digital Architecture for Instantaneous V/UV/S Classification of Noise Free Speech Segments. VDAT (2020)
Satya Sai Srinivas Nettimi, Sugan Nagarajan, Niladri Kar, Lakshmi Sutha Kumar, Malaya Kumar Nath, Aniruddha Kanhe
Recognition of Spoken Languages from Acoustic Speech Signals Using Fourier Parameters. Circuits Syst. Signal Process. 38 (11) (2019)
Manoj Kumar, Manikandan, Malaya Kumar Nath
Detection of Microaneurysms and Exudates from Color Fundus Images by using SBGFRLS Algorithm. ICIA (2016)
Malaya Kumar Nath, Samarendra Dandapat
Multiscale ICA for fundus image analysis. Int. J. Imaging Syst. Technol. 23 (4) (2013)
Malaya Kumar Nath, Samarendra Dandapat
Differential entropy in wavelet sub-band for assessment of glaucoma. Int. J. Imaging Syst. Technol. 22 (3) (2012)
Malaya Kumar Nath
Independent Component Analysis of Real Data. ICAPR (2009)
Atif Sharif, Rana Fayyaz Ahmad, Malaya Kumar Nath, Vidyasagar M. Potdar, Jaipal Singh, Yan Yang
Processing of Low Level Signals in Mixed Signal Environment - A Hardware Design for Better Performance. NBiS (2009)