2024
Smoke detection in foggy surveillance environment using parallel vision transformer network.
Neural Comput. Appl., November, 2024

IIITDMJ_Smoke.
Dataset, July, 2024

IIITDMJ_Maize.
Dataset, June, 2024

An interpretable dual attention network for diabetic retinopathy grading: IDANet.
Artif. Intell. Medicine, 2024

2023
Transformers for autonomous recognition of psychiatric dysfunction via raw and imbalanced EEG signals.
Brain Informatics, December, 2023

JMCD Dataset for Brain Tumor Detection and Analysis Using Explainable Deep Learning.
SN Comput. Sci., November, 2023

Challenges for ocular disease identification in the era of artificial intelligence.
Neural Comput. Appl., November, 2023

Vision transformer meets convolutional neural network for plant disease classification.
Ecol. Informatics, November, 2023

Discriminative kernel convolution network for multi-label ophthalmic disease detection on imbalanced fundus image dataset.
Comput. Biol. Medicine, February, 2023

Fingerprint Digital Twin for Secure and Privacy Preserving Biometric Authentication.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

A Shallow U-Net with Split-Fused Attention Mechanism for Retinal Vessel Segmentation.
Proceedings of the IEEE International Conference on Image Processing, 2023

A Lightweight UNet with Inverted Residual Blocks for Diabetic Retinopathy Lesion Segmentation.
Proceedings of the Computer Vision and Image Processing - 8th International Conference, 2023

Secure and Privacy Preserving Proxy Biometric Identities.
Proceedings of the Advanced Information Networking and Applications, 2023

2022
3D Supervoxel based features for early detection of AD: A microscopic view to the brain MRI.
Multim. Tools Appl., 2022

Ocular diseases classification using a lightweight CNN and class weight balancing on OCT images.
Multim. Tools Appl., 2022

Max-min threshold-based cancelable biometric templates for low-end devices.
J. Electronic Imaging, 2022

Trends in vision-based machine learning techniques for plant disease identification: A systematic review.
Expert Syst. Appl., 2022

DSB-GAN: Generation of deep learning based synthetic biometric data.
Displays, 2022

Secure and Privacy Preserving Proxy Biometrics Identities.
CoRR, 2022

Explainable vision transformer enabled convolutional neural network for plant disease identification: PlantXViT.
CoRR, 2022

Attention Based Twin Convolutional Neural Network with Inception Blocks for Plant Disease Detection Using Wavelet Transform.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

An Efficient Residual Convolutional Neural Network with Attention Mechanism for Smoke Detection in Outdoor Environment.
Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022

2021
Gated Contextual Features for Salient Object Detection.
IEEE Trans. Instrum. Meas., 2021

ALMNet: Adjacent Layer Driven Multiscale Features for Salient Object Detection.
IEEE Trans. Instrum. Meas., 2021

Rebuttal to "Comments on Random Distance Method Generating Unimodal and Multimodal Cancelable Biometric Features".
IEEE Trans. Inf. Forensics Secur., 2021

Corrigendum to "Random Slope method for generation of cancelable biometric features" [Pattern Recognition Letters 126 (2019): 31-40].
Pattern Recognit. Lett., 2021

AWkS: adaptive, weighted k-means-based superpixels for improved saliency detection.
Pattern Anal. Appl., 2021

Multi-class multi-label ophthalmological disease detection using transfer learning based convolutional neural network.
Biomed. Signal Process. Control., 2021

Vision Transformer for Plant Disease Detection: PlantViT.
Proceedings of the Computer Vision and Image Processing - 6th International Conference, 2021

Analysis of Loss Functions for Image Reconstruction Using Convolutional Autoencoder.
Proceedings of the Computer Vision and Image Processing - 6th International Conference, 2021

Cancelable Template Generation Using Convolutional Autoencoder and RandNet.
Proceedings of the Computer Vision and Image Processing - 6th International Conference, 2021

2020
Machine Learning Techniques for the Diagnosis of Alzheimer's Disease: A Review.
ACM Trans. Multim. Comput. Commun. Appl., 2020

Automated glaucoma detection using GIST and pyramid histogram of oriented gradients (PHOG) descriptors.
Pattern Recognit. Lett., 2020

PolyCodes: generating cancelable biometric features using polynomial transformation.
Multim. Tools Appl., 2020

Speckle denoising in optical coherence tomography images using residual deep convolutional neural network.
Multim. Tools Appl., 2020

Privacy preserving remote multi-server biometric authentication using cancelable biometrics and secret sharing.
Future Gener. Comput. Syst., 2020

Salient Object Detection Techniques in Computer Vision - A Survey.
Entropy, 2020

Cancelable Biometric Template Generation Using Convolutional Autoencoder.
Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

A Lightweight Multi-label Image Classification Model Based on Inception Module.
Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

2019
Random Distance Method for Generating Unimodal and Multimodal Cancelable Biometric Features.
IEEE Trans. Inf. Forensics Secur., 2019

Pattern Recognition Techniques for Non Verbal Human Behavior (NVHB).
Pattern Recognit. Lett., 2019

Random Slope method for generation of cancelable biometric features.
Pattern Recognit. Lett., 2019

Depth matrix and adaptive Bayes classifier based dynamic hand gesture recognition.
Pattern Recognit. Lett., 2019

Glioma detection on brain MRIs using texture and morphological features with ensemble learning.
Biomed. Signal Process. Control., 2019

Customized use of Expectation Maximization for Glioma Identication from Brain MRIs.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

Unsupervised Single-View Depth Estimation for Real Time Inference.
Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

Classification of Breast Tissue Density.
Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

2018
A semi-supervised domain adaptation assembling approach for image classification.
Pattern Anal. Appl., 2018

An efficient algorithm for mass detection and shape analysis of different masses present in digital mammograms.
Multim. Tools Appl., 2018

A FPGA based implementation of Sobel edge detection.
Microprocess. Microsystems, 2018

Identification of Gliomas from brain MRI through adaptive segmentation and run length of centralized patterns.
J. Comput. Sci., 2018

A statistical region selection and randomized volumetric features selection framework for early detection of Alzheimer's disease.
Int. J. Imaging Syst. Technol., 2018

Mesh-free approach for enhancement of mammograms.
IET Image Process., 2018

Discriminative BULBPH Descriptor with KDA for Palmprint Recognition.
Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

Remote Multimodal Biometric Authentication using Visual Cryptography.
Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

Classification of Food Images through Interactive Image Segmentation.
Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

2017
Vision-Based Mid-Air Unistroke Character Input Using Polar Signatures.
IEEE Trans. Hum. Mach. Syst., 2017

A non-invasive and adaptive CAD system to detect brain tumor from T2-weighted MRIs using customized Otsu's thresholding with prominent features and supervised learning.
Signal Process. Image Commun., 2017

Cancelable features using log-Gabor filters for biometric authentication.
Multim. Tools Appl., 2017

Real-time recognition of medial structures within hand postures through Eigen-space and geometric skeletal shape features.
Multim. Tools Appl., 2017

Illumination and Expression Invariant Face Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2017

Globally supported radial basis function based collocation method for evolution of level set in mass segmentation using mammograms.
Comput. Biol. Medicine, 2017

Blood Vessel Segmentation Using Hybrid Median Filtering and Morphological Transformation.
Proceedings of the 13th International Conference on Signal-Image Technology & Internet-Based Systems, 2017

Breast Tissue Density Classification in Mammograms Based on Supervised Machine Learning Technique.
Proceedings of the 10th Annual ACM India Compute Conference, 2017

2016
Noise and rotation invariant RDF descriptor for palmprint identification.
Multim. Tools Appl., 2016

Biometric template protection using cancelable biometrics and visual cryptography techniques.
Multim. Tools Appl., 2016

Kernel discriminant analysis of Block-wise Gaussian Derivative Phase Pattern Histogram for palmprint recognition.
J. Vis. Commun. Image Represent., 2016

Clustering of hierarchical image database to reduce inter-and intra-semantic gaps in visual space for finding specific image semantics.
J. Vis. Commun. Image Represent., 2016

A semantics and image retrieval system for hierarchical image databases.
Inf. Process. Manag., 2016

Content-based image retrieval embedded with agglomerative clustering built on information loss.
Comput. Electr. Eng., 2016

Cancelable Biometrics Using Hadamard Transform and Friendly Random Projections.
Proceedings of International Conference on Computer Vision and Image Processing, 2016

2015
An illumination, expression, and noise invariant gender classifier using two-directional 2DPCA on real Gabor space.
J. Vis. Lang. Comput., 2015

Palmprint verification with XOR-SUM Code.
Signal Image Video Process., 2015

An effective use of adaptive combination of visual features to retrieve image semantics from a hierarchical image database.
J. Vis. Commun. Image Represent., 2015

Blur and occlusion invariant palmprint recognition with block-wise local phase quantization histogram.
J. Electronic Imaging, 2015

Computer-Aided Diagnosis of Malignant Mammograms using Zernike Moments and SVM.
J. Digit. Imaging, 2015

A fast and efficient computer aided diagnostic system to detect tumor from brain magnetic resonance imaging.
Int. J. Imaging Syst. Technol., 2015

A framework for live and cross platform fingerspelling recognition using modified shape matrix variants on depth silhouettes.
Comput. Vis. Image Underst., 2015

A Framework to Plot and Recognize Hand Motion Trajectories towards Development of Non-tactile Interfaces.
Proceedings of the Proceeding of the Seventh International Conference on Intelligent Human Computer Interaction, 2015

2014
A gender classification system robust to occlusion using Gabor features based (2D)<sup>2</sup>PCA.
J. Vis. Commun. Image Represent., 2014

2013
Knowledge Support System for Aesthetics in Product Design.
J. Comput. Inf. Sci. Eng., 2013

ROI segmentation using Local Binary Image.
Proceedings of the 2013 IEEE International Conference on Control System, 2013

Finding Image Semantics from a Hierarchical Image Database Based on Adaptively Combined Visual Features.
Proceedings of the Database and Expert Systems Applications, 2013

2012
Towards establishing a mute communication: An Indian Sign Language perspective.
Proceedings of the 4th International Conference on Intelligent Human Computer Interaction, 2012

2007
Hierarchic modeling of symmetric geometries.
Proceedings of the GRAPP 2007, 2007