Sumeet Saurav

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 53

Top Topics

Anomaly Detection

Expression Recognition

Top Venues

Neural Comput. Appl.

Publications

Rituraj Singh, Anikeit Sethi, Krishanu Saini, Sumeet Saurav, Aruna Tiwari, Sanjay Singh
Attention-guided generator with dual discriminator GAN for real-time video anomaly detection. Eng. Appl. Artif. Intell. 131 (2024)
Abeer Banerjee, Naval Kishore Mehta, Shyam Sunder Prasad, Himanshu Kumar, Sumeet Saurav, Sanjay Singh
Gaze-Vector Estimation in the Dark with Temporally Encoded Event-driven Neural Networks. CoRR (2024)
Rituraj Singh, Anikeit Sethi, Krishanu Saini, Sumeet Saurav, Aruna Tiwari, Sanjay Singh
VALD-GAN: video anomaly detection using latent discriminator augmented GAN. Signal Image Video Process. 18 (1) (2024)
Himanshu Kumar, Abeer Banerjee, Sumeet Saurav, Sanjay Singh
ParaColorizer-Realistic image colorization using parallel generative networks. Vis. Comput. 40 (6) (2024)
Pratibha Sharma, Sumeet Saurav, Sanjay Singh
Object detection in power line infrastructure: A review of the challenges and solutions. Eng. Appl. Artif. Intell. 130 (2024)
Rituraj Singh, Anikeit Sethi, Krishanu Saini, Sumeet Saurav, Aruna Tiwari, Sanjay Singh
CVAD-GAN: Constrained video anomaly detection via generative adversarial network. Image Vis. Comput. 143 (2024)
Naval Kishore Mehta, Shyam Sunder Prasad, Sumeet Saurav, Ravi Saini, Sanjay Singh
IAR-Net: A Human-Object Context Guided Action Recognition Network for Industrial Environment Monitoring. IEEE Trans. Instrum. Meas. 73 (2024)
Rituraj Singh, Krishanu Saini, Anikeit Sethi, Aruna Tiwari, Sumeet Saurav, Sanjay Singh
STemGAN: spatio-temporal generative adversarial network for video anomaly detection. Appl. Intell. 53 (23) (2023)
Abeer Banerjee, Sumeet Saurav, Sanjay Singh
Physics-Informed Deep Deblurring: Over-parameterized vs. Under-parameterized. ICIP (2023)
Sumeet Saurav, Ravi Saini, Sanjay Singh
A dual-channel ensembled deep convolutional neural network for facial expression recognition in the wild. Comput. Intell. 39 (5) (2023)
Abeer Banerjee, Himanshu Kumar, Sumeet Saurav, Sanjay Singh
Reconstructing Synthetic Lensless Images in the Low-Data Regime. BMVC (2023)
Shyam Sunder Prasad, Naval Kishore Mehta, Himanshu Kumar, Abeer Banerjee, Sumeet Saurav, Sanjay Singh
Hybrid SNN-based Privacy-Preserving Fall Detection using Neuromorphic Sensors. ICVGIP (2023)
Jayshree Gupta, Sumeet Saurav, Sanjay Singh
Analyzing the Impact of Instagram Filters on Facial Expression Recognition Algorithms. CVIP (3) (2023)
Anikeit Sethi, Krishanu Saini, Rituraj Singh, Sumeet Saurav, Aruna Tiwari, Sanjay Singh, Vikas Chauhan
Video Anomaly Latent Training GAN (VALT GAN): Enhancing Anomaly Detection Through Latent Space Mining. SSCI (2023)
Seema Choudhary, Sumeet Saurav, Ravi Saini, Sanjay Singh
Capsule networks for computer vision applications: a comprehensive review. Appl. Intell. 53 (19) (2023)
Sumeet Saurav, Ravi Saini, Sanjay Singh
Fast facial expression recognition using Boosted Histogram of Oriented Gradient (BHOG) features. Pattern Anal. Appl. 26 (1) (2023)
Sumeet Saurav, Ayush Sharma, Ravi Saini, Sanjay Singh
An attention-guided convolutional neural network for automated classification of brain tumor from MRI. Neural Comput. Appl. 35 (3) (2023)
Shyam Sunder Prasad, Naval Kishore Mehta, Abeer Banerjee, Sumeet Saurav, Sanjay Singh
JS-SpoofNet: A jointly supervised parallel branched neural network for spoof detection. Neurocomputing 554 (2023)
Anikeit Sethi, Krishanu Saini, Rituraj Singh, Aruna Tiwari, Sumeet Saurav, Sanjay Singh, Vikas Chauhan
MAAD-GAN: Memory-Augmented Attention-Based Discriminator GAN for Video Anomaly Detection. CVIP (3) (2023)
Sumeet Saurav, Prashant Gidde, Ravi Saini, Sanjay Singh
Dual integrated convolutional neural network for real-time facial expression recognition in the wild. Vis. Comput. 38 (3) (2022)
Sumeet Saurav, Ravi Saini, Sanjay Singh
videos using deep learning: Dataset and baseline results. Multim. Tools Appl. 81 (10) (2022)
Abeer Banerjee, Himanshu Kumar, Sumeet Saurav, Sanjay Singh
Lensless Image Reconstruction with an Untrained Neural Network. IVCNZ (2022)
Sumeet Saurav, Ravi Saini, Sanjay Singh
A dual-stream fused neural network for fall detection in multi-camera and $360^{\circ }$ videos. Neural Comput. Appl. 34 (2) (2022)
Naval Kishore Mehta, Shyam Sunder Prasad, Sumeet Saurav, Ravi Saini, Sanjay Singh
Three-dimensional DenseNet self-attention neural network for automatic detection of student's engagement. Appl. Intell. 52 (12) (2022)
Abeer Banerjee, Shyam Sunder Prasad, Naval Kishore Mehta, Himanshu Kumar, Sumeet Saurav, Sanjay Singh
Gaze Detection Using Encoded Retinomorphic Events. ICHI (2022)
Soumyajit Karmakar, Abeer Banerjee, Prashant Gidde, Sumeet Saurav, Sanjay Singh
Convolutional Ensembling based Few-Shot Defect Detection Technique. ICVGIP (2022)
Himanshu Kumar, Abeer Banerjee, Sumeet Saurav, Sanjay Singh
ParaColorizer: Realistic Image Colorization using Parallel Generative Networks. CoRR (2022)
Sumeet Saurav, Anil Kumar Saini, Ravi Saini, Sanjay Singh
Deep learning inspired intelligent embedded system for haptic rendering of facial emotions to the blind. Neural Comput. Appl. 34 (6) (2022)
Sumeet Saurav, Prashant Gidde, Ravi Saini, Sanjay Singh
Real-time eye state recognition using dual convolutional neural network ensemble. J. Real Time Image Process. 19 (3) (2022)
Soumyajit Karmakar, Abeer Banerjee, Prashant Sadashiv Gidde, Sumeet Saurav, Sanjay Singh
Convolutional Ensembling based Few-Shot Defect Detection Technique. CoRR (2022)
Sumeet Saurav, Ravi Saini, Sanjay Singh
EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild. Appl. Intell. 51 (8) (2021)
Rituraj, Aruna Tiwari, Santanu Chaudhury, Sanjay Singh, Sumeet Saurav
Video Classification using SlowFast Network via Fuzzy rule. FUZZ-IEEE (2021)
Sumeet Saurav, Ravi Saini, Sanjay Singh
Facial Expression Recognition Using Dynamic Local Ternary Patterns With Kernel Extreme Learning Machine Classifier. IEEE Access 9 (2021)
Shrajal Jain, Aditya Rustagi, Sumeet Saurav, Ravi Saini, Sanjay Singh
Three-dimensional CNN-inspired deep learning architecture for Yoga pose recognition in the real-world environment. Neural Comput. Appl. 33 (12) (2021)
Sumeet Saurav, Mehul Kasliwal, Raghav Agrawal, Sanjay Singh, Ravi Saini
Real-Time Yawn Extraction for Driver's Drowsiness Detection. FICTA (1) (2020)
Sumeet Saurav, Sanjay Singh, Ravi Saini
Facial Expression Recognition Using Histogram of Oriented Gradients with SVM-RFE Selected Features. HIS (2019)
Sumeet Saurav, Shubhad Mathur, Ishan Sang, Shyam Sunder Prasad, Sanjay Singh
Yawn Detection for Driver's Drowsiness Prediction Using Bi-Directional LSTM with CNN Features. IHCI (2019)
Sumeet Saurav, Prashant Gidde, Sanjay Singh, Ravi Saini
Power Line Segmentation in Aerial Images Using Convolutional Neural Networks. PReMI (1) (2019)
Somsukla Maiti, Prashant Gidde, Sumeet Saurav, Sanjay Singh, Dhiraj, Santanu Chaudhury
Real-Time Vehicle Detection in Aerial Images Using Skip-Connected Convolution Network with Region Proposal Networks. PReMI (1) (2019)
Sumeet Saurav, Sanjay Singh, Madhulika Yadav, Ravi Saini
Image-Based Facial Expression Recognition Using Local Neighborhood Difference Binary Pattern. CVIP (1) (2018)
Sumeet Saurav, Sanjay Singh, Ravi Saini, Madhulika Yadav
Facial Expression Recognition Using Improved Adaptive Local Ternary Pattern. CVIP (2) (2018)
Dhiraj, Raunak Manekar, Sumeet Saurav, Somsukla Maiti, Sanjay Singh, Santanu Chaudhury, Neeraj, Ravi Kumar, Kamal Chaudhary
Activity Recognition for Indoor Fall Detection in 360-Degree Videos Using Deep Learning Techniques. CVIP (2) (2018)
Sumeet Saurav, Ravi Saini, Sanjay Singh
FPGA Based Implementation of Linear SVM for Facial Expression Classification. ICACCI (2018)
Deepika, Sharda Vashisth, Sumeet Saurav
Histogram of Oriented Gradients Based Reduced Feature for Traffic Sign Recognition. ICACCI (2018)
R. Gautham Sundar Ram, Nitin Chaturvedi, Sumeet Saurav, Sanjay Singh
An FPGA Based Hardware Accelerator for Classification of Handwritten Digits. ISDA (1) (2018)
Sanjay Singh, Sumeet Saurav, Ravi Saini, Atanendu S. Mandal, Santanu Chaudhury
FPGA-Based Smart Camera System for Real-Time Automated Video Surveillance. VDAT (2017)
Sanjay Singh, Ravi Saini, Sumeet Saurav, Pramod Tanwar, Kota S. Raju, Anil K. Saini, Santanu Chaudhury, Idaku Ishii
High Frame Rate Real-Time Scene Change Detection System. ICVGIP Workshops (2016)
Neha Sharma, Sumeet Saurav, Sanjay Singh, Ravi Saini, Anil K. Saini
A comparative analysis of various image enhancement techniques for facial images. ICACCI (2015)
Himanshu Sharma, Sumeet Saurav, Sanjay Singh, Anil K. Saini, Ravi Saini
Analyzing impact of image scaling algorithms on viola-jones face detection framework. ICACCI (2015)
Sumeet Saurav, Ravi Saini, Sanjay Singh, Anil K. Saini, Nidhi Sharma
Analyzing hardware constraints of Gabor filtering operation for Facial Expression Recognition System. ICACCI (2015)
Sumeet Saurav, Anil K. Saini, Sanjay Singh, Ravi Saini, Shradha Gupta
VLSI architecture of Pairwise Linear SVM for facial expression recognition. ICACCI (2015)
Sumeet Saurav, Sanjay Singh, Ravi Saini, Anil K. Saini
Hardware Accelerator for Facial Expression Classification Using Linear SVM. SIRS (2015)
Shradha Gupta, Sumeet Saurav, Sanjay Singh, Anil K. Saini, Ravi Saini
VLSI architecture of exponential block for non-linear SVM classification. ICACCI (2015)
Pranav Narayan Gour, Sujay Narumanchi, Sumeet Saurav, Sanjay Singh
Hardware accelerator for real-time image resizing. VDAT (2014)
Sanjay Singh, Ravi Saini, Sumeet Saurav, Anil K. Saini, Chandra Shekhar, Anil Vohra
FPGA-based real-time object tracker using modified particle filtering and SAD computation. VDAT (2014)
Sanjay Singh, Sumeet Saurav, Ravi Saini, Anil K. Saini, Chandra Shekhar, Anil Vohra
Automatic real-time extraction of focused regions in a live video stream using edge width information. VDAT (2014)