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ORCIDSumeet Saurav
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2020 – today
- 2024
[j23]Ananya Roy, Aruna Tiwari, Sumeet Saurav
, Sanjay Singh:
Enhancing skeleton-based action recognition using a knowledge-driven shift graph convolutional network. Comput. Electr. Eng. 120: 109633 (2024)- [j22]Pratibha Sharma, Sumeet Saurav, Sanjay Singh:
Object detection in power line infrastructure: A review of the challenges and solutions. Eng. Appl. Artif. Intell. 130: 107781 (2024) - [j21]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: 107830 (2024) - [j20]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: 104950 (2024) - [j19]Sumeet Saurav, Prashant Sadashiv Gidde, Sanjay Singh:
Exploration of deep learning architectures for real-time yoga pose recognition. Multim. Tools Appl. 83(34): 81621-81663 (2024) - [j18]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): 821-831 (2024) - [j17]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: 1-8 (2024) - [j16]Himanshu Kumar, Abeer Banerjee, Sumeet Saurav, Sanjay Singh:
ParaColorizer-Realistic image colorization using parallel generative networks. Vis. Comput. 40(6): 4039-4054 (2024) - [c34]Naval Kishore Mehta, Shyam Sunder Prasad, Sumeet Saurav, Sanjay Singh:
DF Sampler: A Self-Supervised Method for Adaptive Keyframe Sampling. ETFA 2024: 1-4 - [c33]Abeer Banerjee, Naval Kishore Mehta, Shyam Sunder Prasad, Himanshu Kumar, Sumeet Saurav, Sanjay Singh:
Generalized Gaze-Vector Estimation in Low-light with Encoded Event-driven Neural Network. IJCNN 2024: 1-7 - [i3]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 abs/2403.02909 (2024) - 2023
- [j15]Seema Choudhary, Sumeet Saurav, Ravi Saini, Sanjay Singh:
Capsule networks for computer vision applications: a comprehensive review. Appl. Intell. 53(19): 21799-21826 (2023) - [j14]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): 28133-28152 (2023) - [j13]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): 666-706 (2023) - [j12]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: 126610 (2023) - [j11]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): 2541-2560 (2023) - [j10]Sumeet Saurav, Ravi Saini, Sanjay Singh:
Fast facial expression recognition using Boosted Histogram of Oriented Gradient (BHOG) features. Pattern Anal. Appl. 26(1): 381-402 (2023) - [c32]Abeer Banerjee, Himanshu Kumar, Sumeet Saurav, Sanjay Singh:
Reconstructing Synthetic Lensless Images in the Low-Data Regime. BMVC 2023: 765-766 - [c31]Jayshree Gupta, Sumeet Saurav, Sanjay Singh:
Analyzing the Impact of Instagram Filters on Facial Expression Recognition Algorithms. CVIP (3) 2023: 152-163 - [c30]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: 164-175 - [c29]Abeer Banerjee, Sumeet Saurav, Sanjay Singh:
Physics-Informed Deep Deblurring: Over-parameterized vs. Under-parameterized. ICIP 2023: 1615-1619 - [c28]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: 19:1-19:9 - [c27]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: 573-578 - 2022
- [j9]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): 13803-13823 (2022) - [j8]Sumeet Saurav, Prashant Sadashiv Gidde, Ravi Saini, Sanjay Singh:
Real-time eye state recognition using dual convolutional neural network ensemble. J. Real Time Image Process. 19(3): 607-622 (2022) - [j7]Sumeet Saurav, Ravi Saini, Sanjay Singh:
Vision-based techniques for fall detection in 360∘ videos using deep learning: Dataset and baseline results. Multim. Tools Appl. 81(10): 14173-14216 (2022) - [j6]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): 1455-1482 (2022) - [j5]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): 4595-4623 (2022) - [j4]Sumeet Saurav, Prashant Sadashiv Gidde, Ravi Saini, Sanjay Singh:
Dual integrated convolutional neural network for real-time facial expression recognition in the wild. Vis. Comput. 38(3): 1083-1096 (2022) - [c26]Soumyajit Karmakar, Abeer Banerjee, Prashant Sadashiv Gidde, Sumeet Saurav, Sanjay Singh:
Convolutional Ensembling based Few-Shot Defect Detection Technique. ICVGIP 2022: 6:1-6:7 - [c25]Abeer Banerjee, Shyam Sunder Prasad, Naval Kishore Mehta, Himanshu Kumar, Sumeet Saurav, Sanjay Singh:
Gaze Detection Using Encoded Retinomorphic Events. ICHI 2022: 442-453 - [c24]Abeer Banerjee, Himanshu Kumar, Sumeet Saurav, Sanjay Singh:
Lensless Image Reconstruction with an Untrained Neural Network. IVCNZ 2022: 430-441 - [i2]Soumyajit Karmakar, Abeer Banerjee, Prashant Sadashiv Gidde, Sumeet Saurav, Sanjay Singh:
Convolutional Ensembling based Few-Shot Defect Detection Technique. CoRR abs/2208.03288 (2022) - [i1]Himanshu Kumar, Abeer Banerjee, Sumeet Saurav, Sanjay Singh:
ParaColorizer: Realistic Image Colorization using Parallel Generative Networks. CoRR abs/2208.08295 (2022) - 2021
- [j3]Sumeet Saurav, Ravi Saini, Sanjay Singh:
Facial Expression Recognition Using Dynamic Local Ternary Patterns With Kernel Extreme Learning Machine Classifier. IEEE Access 9: 120844-120868 (2021) - [j2]Sumeet Saurav, Ravi Saini, Sanjay Singh:
EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild. Appl. Intell. 51(8): 5543-5570 (2021) - [j1]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): 6427-6441 (2021) - [c23]Rituraj, Aruna Tiwari, Santanu Chaudhury, Sanjay Singh, Sumeet Saurav:
Video Classification using SlowFast Network via Fuzzy rule. FUZZ-IEEE 2021: 1-6 - 2020
- [c22]Sumeet Saurav, Mehul Kasliwal, Raghav Agrawal, Sanjay Singh, Ravi Saini:
Real-Time Yawn Extraction for Driver's Drowsiness Detection. FICTA (1) 2020: 537-550
2010 – 2019
- 2019
- [c21]Sumeet Saurav, Sanjay Singh, Ravi Saini:
Facial Expression Recognition Using Histogram of Oriented Gradients with SVM-RFE Selected Features. HIS 2019: 339-349 - [c20]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: 189-200 - [c19]Somsukla Maiti, Prashant Sadashiv 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: 200-208 - [c18]Sumeet Saurav, Prashant Sadashiv Gidde, Sanjay Singh, Ravi Saini:
Power Line Segmentation in Aerial Images Using Convolutional Neural Networks. PReMI (1) 2019: 623-632 - 2018
- [c17]Sumeet Saurav, Sanjay Singh, Ravi Saini, Madhulika Yadav:
Facial Expression Recognition Using Improved Adaptive Local Ternary Pattern. CVIP (2) 2018: 39-52 - [c16]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: 417-429 - [c15]Sumeet Saurav, Sanjay Singh, Madhulika Yadav, Ravi Saini:
Image-Based Facial Expression Recognition Using Local Neighborhood Difference Binary Pattern. CVIP (1) 2018: 457-470 - [c14]Sumeet Saurav, Ravi Saini, Sanjay Singh:
FPGA Based Implementation of Linear SVM for Facial Expression Classification. ICACCI 2018: 766-773 - [c13]Deepika, Sharda Vashisth, Sumeet Saurav:
Histogram of Oriented Gradients Based Reduced Feature for Traffic Sign Recognition. ICACCI 2018: 2206-2212 - [c12]R. Gautham Sundar Ram, Nitin Chaturvedi, Sumeet Saurav, Sanjay Singh:
An FPGA Based Hardware Accelerator for Classification of Handwritten Digits. ISDA (1) 2018: 945-954 - 2017
- [c11]Sanjay Singh, Sumeet Saurav, Ravi Saini, Atanendu S. Mandal, Santanu Chaudhury:
FPGA-Based Smart Camera System for Real-Time Automated Video Surveillance. VDAT 2017: 533-544 - 2016
- [c10]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: 157-167 - 2015
- [c9]Sumeet Saurav, Anil K. Saini, Sanjay Singh, Ravi Saini, Shradha Gupta:
VLSI architecture of Pairwise Linear SVM for facial expression recognition. ICACCI 2015: 521-527 - [c8]Shradha Gupta, Sumeet Saurav, Sanjay Singh, Anil K. Saini, Ravi Saini:
VLSI architecture of exponential block for non-linear SVM classification. ICACCI 2015: 528-532 - [c7]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: 1639-1645 - [c6]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: 1715-1718 - [c5]Neha Sharma, Sumeet Saurav, Sanjay Singh, Ravi Saini, Anil K. Saini:
A comparative analysis of various image enhancement techniques for facial images. ICACCI 2015: 2279-2284 - [c4]Sumeet Saurav, Sanjay Singh, Ravi Saini, Anil K. Saini:
Hardware Accelerator for Facial Expression Classification Using Linear SVM. SIRS 2015: 39-50 - 2014
- [c3]Pranav Narayan Gour, Sujay Narumanchi, Sumeet Saurav, Sanjay Singh:
Hardware accelerator for real-time image resizing. VDAT 2014: 1-6 - [c2]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: 1-2 - [c1]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: 1-2
Coauthor Index
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