Sanjay Singh

Orcid: 0000-0002-2249-799X

Affiliations:
  • Central Electronics Engineering Research Institute (CSIR) Pilani, India


According to our database1, Sanjay Singh authored at least 66 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Exploration of deep learning architectures for real-time yoga pose recognition.
Multim. Tools Appl., October, 2024

ParaColorizer-Realistic image colorization using parallel generative networks.
Vis. Comput., June, 2024

VALD-GAN: video anomaly detection using latent discriminator augmented GAN.
Signal Image Video Process., February, 2024

IAR-Net: A Human-Object Context Guided Action Recognition Network for Industrial Environment Monitoring.
IEEE Trans. Instrum. Meas., 2024

CVAD-GAN: Constrained video anomaly detection via generative adversarial network.
Image Vis. Comput., 2024

Attention-guided generator with dual discriminator GAN for real-time video anomaly detection.
Eng. Appl. Artif. Intell., 2024

Object detection in power line infrastructure: A review of the challenges and solutions.
Eng. Appl. Artif. Intell., 2024

Towards Physics-informed Cyclic Adversarial Multi-PSF Lensless Imaging.
CoRR, 2024

Gaze-Vector Estimation in the Dark with Temporally Encoded Event-driven Neural Networks.
CoRR, 2024

Enhancing skeleton-based action recognition using a knowledge-driven shift graph convolutional network.
Comput. Electr. Eng., 2024

Generalized Gaze-Vector Estimation in Low-light with Encoded Event-driven Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2024

DF Sampler: A Self-Supervised Method for Adaptive Keyframe Sampling.
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

2023
STemGAN: spatio-temporal generative adversarial network for video anomaly detection.
Appl. Intell., December, 2023

JS-SpoofNet: A jointly supervised parallel branched neural network for spoof detection.
Neurocomputing, October, 2023

A dual-channel ensembled deep convolutional neural network for facial expression recognition in the wild.
Comput. Intell., October, 2023

Capsule networks for computer vision applications: a comprehensive review.
Appl. Intell., October, 2023

Fast facial expression recognition using Boosted Histogram of Oriented Gradient (BHOG) features.
Pattern Anal. Appl., February, 2023

An attention-guided convolutional neural network for automated classification of brain tumor from MRI.
Neural Comput. Appl., 2023

Video Anomaly Latent Training GAN (VALT GAN): Enhancing Anomaly Detection Through Latent Space Mining.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Hybrid SNN-based Privacy-Preserving Fall Detection using Neuromorphic Sensors.
Proceedings of the Fourteenth Indian Conference on Computer Vision, 2023

Physics-Informed Deep Deblurring: Over-parameterized vs. Under-parameterized.
Proceedings of the IEEE International Conference on Image Processing, 2023

MAAD-GAN: Memory-Augmented Attention-Based Discriminator GAN for Video Anomaly Detection.
Proceedings of the Computer Vision and Image Processing - 8th International Conference, 2023

Analyzing the Impact of Instagram Filters on Facial Expression Recognition Algorithms.
Proceedings of the Computer Vision and Image Processing - 8th International Conference, 2023

Reconstructing Synthetic Lensless Images in the Low-Data Regime.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Dual integrated convolutional neural network for real-time facial expression recognition in the wild.
Vis. Comput., 2022

A dual-stream fused neural network for fall detection in multi-camera and $360^{\circ }$ videos.
Neural Comput. Appl., 2022

Deep learning inspired intelligent embedded system for haptic rendering of facial emotions to the blind.
Neural Comput. Appl., 2022

Vision-based techniques for fall detection in 360<sup>∘</sup> videos using deep learning: Dataset and baseline results.
Multim. Tools Appl., 2022

Real-time eye state recognition using dual convolutional neural network ensemble.
J. Real Time Image Process., 2022

CACLA-Based Local Path Planner for Drones Navigating Unknown Indoor Corridors.
IEEE Intell. Syst., 2022

Three-dimensional DenseNet self-attention neural network for automatic detection of student's engagement.
Appl. Intell., 2022

Lensless Image Reconstruction with an Untrained Neural Network.
Proceedings of the Image and Vision Computing - 37th International Conference, 2022

Gaze Detection Using Encoded Retinomorphic Events.
Proceedings of the Intelligent Human Computer Interaction, 2022

Convolutional Ensembling based Few-Shot Defect Detection Technique.
Proceedings of the Thirteenth Indian Conference on Computer Vision, 2022

2021
Three-dimensional CNN-inspired deep learning architecture for Yoga pose recognition in the real-world environment.
Neural Comput. Appl., 2021

EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild.
Appl. Intell., 2021

Facial Expression Recognition Using Dynamic Local Ternary Patterns With Kernel Extreme Learning Machine Classifier.
IEEE Access, 2021

Gas Discrimination & Quantification using Sensor Array with 3D Convolution Regression Dual Network.
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Online Pattern Recognition of Time-series Gas Sensor Data with Adaptive 2D-CNN Ensemble.
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Video Classification using SlowFast Network via Fuzzy rule.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020
Compressive sensing based privacy for fall detection.
CoRR, 2020

Real-Time Yawn Extraction for Driver's Drowsiness Detection.
Proceedings of the Evolution in Computational Intelligence, 2020

2019
Power Line Segmentation in Aerial Images Using Convolutional Neural Networks.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Real-Time Vehicle Detection in Aerial Images Using Skip-Connected Convolution Network with Region Proposal Networks.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Yawn Detection for Driver's Drowsiness Prediction Using Bi-Directional LSTM with CNN Features.
Proceedings of the Intelligent Human Computer Interaction - 11th International Conference, 2019

Facial Expression Recognition Using Histogram of Oriented Gradients with SVM-RFE Selected Features.
Proceedings of the Hybrid Intelligent Systems, 2019

2018
An FPGA Based Hardware Accelerator for Classification of Handwritten Digits.
Proceedings of the Intelligent Systems Design and Applications, 2018

FPGA Based Implementation of Linear SVM for Facial Expression Classification.
Proceedings of the 2018 International Conference on Advances in Computing, 2018

Image-Based Facial Expression Recognition Using Local Neighborhood Difference Binary Pattern.
Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

Facial Expression Recognition Using Improved Adaptive Local Ternary Pattern.
Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

Activity Recognition for Indoor Fall Detection in 360-Degree Videos Using Deep Learning Techniques.
Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

2017
Real-Time FPGA-Based Object Tracker with Automatic Pan-Tilt Features for Smart Video Surveillance Systems.
J. Imaging, 2017

Memory Efficient VLSI Implementation of Real-Time Motion Detection System Using FPGA Platform.
J. Imaging, 2017

FPGA-Based Smart Camera System for Real-Time Automated Video Surveillance.
Proceedings of the VLSI Design and Test - 21st International Symposium, 2017

2016
High Frame Rate Real-Time Scene Change Detection System.
Proceedings of the Computer Vision, Graphics, and Image Processing, 2016

2015
Hardware Accelerator for Facial Expression Classification Using Linear SVM.
Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2015

A comparative analysis of various image enhancement techniques for facial images.
Proceedings of the 2015 International Conference on Advances in Computing, 2015

Analyzing impact of image scaling algorithms on viola-jones face detection framework.
Proceedings of the 2015 International Conference on Advances in Computing, 2015

Analyzing hardware constraints of Gabor filtering operation for Facial Expression Recognition System.
Proceedings of the 2015 International Conference on Advances in Computing, 2015

VLSI architecture of Pairwise Linear SVM for facial expression recognition.
Proceedings of the 2015 International Conference on Advances in Computing, 2015

VLSI architecture of exponential block for non-linear SVM classification.
Proceedings of the 2015 International Conference on Advances in Computing, 2015

2014
FPGA-based real-time object tracker using modified particle filtering and SAD computation.
Proceedings of the 18th International Symposium on VLSI Design and Test, 2014

Automatic real-time extraction of focused regions in a live video stream using edge width information.
Proceedings of the 18th International Symposium on VLSI Design and Test, 2014

An FPGA implementation of image signature based visual-saliency detection.
Proceedings of the 18th International Symposium on VLSI Design and Test, 2014

Hardware accelerator for real-time image resizing.
Proceedings of the 18th International Symposium on VLSI Design and Test, 2014

2010
Moving Object Tracking Using Object Segmentation.
Proceedings of the Information and Communication Technologies - International Conference, 2010


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