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