Dinesh Singh

33 papers A 1B 8C 2Misc 3Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 Misc conf
Bh$\bar{a}$luk: Learning the Unknown Basis of Human Olfactory System Using Deep Learning.
ICDCIT
Avinash Kushwaha, Prashant D. Kulkarni, Richa Thakur, Shubhajit Roy Chowdhury, Aditya Nigam, Dinesh Singh
2026 Misc ed.
Distributed Computing and Intelligent Technology - 22nd International Conference, ICDCIT 2026, Bhubaneswar, India, January 16-19, 2026, Proceedings
ICDCIT
Bapi Chatterjee, Kishore Kothapalli, Neeraj Mittal, Arul Murugan Natarajan, Dinesh Singh
2026 Misc conf
Improved Single-Stage Facial Landmarks for Real-Time Driver Drowsiness Detection.
ICDCIT
Nandani Sharma, Sachin Banothu, Mahek Shah, Dinesh Singh
2026 J jnl
SPOT-Face: Forensic Face Identification using Attention Guided Optimal Transport.
CoRR
Ravi Shankar Prasad, Dinesh Singh
2025 J jnl
Cranio-ID: Graph-Based Craniofacial Identification via Automatic Landmark Annotation in 2D Multi-View X-rays.
CoRR
Ravi Shankar Prasad, Nandani Sharma, Dinesh Singh
2025 J jnl
Cross-Domain Identity Representation for Skull to Face Matching with Benchmark DataSet.
CoRR
Ravi Shankar Prasad, Dinesh Singh
2025 B conf
Drone-UP: Drone-based Unauthorized Parking Detection Method for Edge-devices.
IJCNN
Tarun Saini, Madhumita Guha, Sachin Kumar Bairwa, Vandita Dutt, Kajal Singh, Dinesh Singh
2025 J jnl
Exp-Graph: How Connections Learn Facial Attributes in Graph-based Expression Recognition.
CoRR
Nandani Sharma, Dinesh Singh
2025 J jnl
FCR: Investigating Generative AI models for Forensic Craniofacial Reconstruction.
CoRR
Ravi Shankar Prasad, Dinesh Singh
2025 B conf
Para-X: Graph-based Facial Paralysis Detection using Structural Deformations of Facial Expression.
IJCNN
Nandani Sharma, Kajal Singh, Dinesh Singh
2025 — conf
Towards Scene Text Recognition in Rainy Weather Conditions.
ICDAR (5)
Anandita Jamwal, Lalithya Koneti, Manikandan Ravikiran, Dinesh Singh, Rohit Saluja
2024 — conf
Predicting Stress among Students via Psychometric Assessments and Machine Learning.
PETRA
Sagnik Ghosh, Kirti Tripathi, Ankita Garg, Dinesh Singh, Amit Prasad, Arnav Bhavsar, Varun Dutt
2024 B conf
Tackling Data Heterogeneity in Federated Learning through Global Density Estimation.
IEEE Big Data
Sagnik Ghosh, Avinash Kushwaha, Dinesh Singh
2024 — conf
Unified Anomaly Detection Methods on Edge Device Using Knowledge Distillation and Quantization.
RRPR
Sushovan Jena, Arya Pulkit, Kajal Singh, Anoushka Banerjee, Sharad Joshi, Ananth Ganesh, Dinesh Singh, Arnav Bhavsar
2024 J jnl
Unified Anomaly Detection methods on Edge Device using Knowledge Distillation and Quantization.
CoRR
Sushovan Jena, Arya Pulkit, Kajal Singh, Anoushka Banerjee, Sharad Joshi, Ananth Ganesh, Dinesh Singh, Arnav Bhavsar
2023 B conf
FsNet: Feature Selection Network on High-dimensional Biological Data.
IJCNN
Dinesh Singh, Héctor Climente-González, Mathis Petrovich, Eiryo Kawakami, Makoto Yamada
2023 B conf
Graph Representation for Weakly-Supervised Spatio-Temporal Action Detection.
IJCNN
Dinesh Singh
2023 J jnl
GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks.
IEEE Trans. Knowl. Data Eng.
Qiang Huang, Makoto Yamada, Yuan Tian, Dinesh Singh, Yi Chang
2021 J jnl
Nys-Curve: Nyström-Approximated Curvature for Stochastic Optimization.
CoRR
Hardik Tankaria, Dinesh Singh, Makoto Yamada
2020 J jnl
FsNet: Feature Selection Network on High-dimensional Biological Data.
CoRR
Dinesh Singh, Makoto Yamada
2020 J jnl
GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks.
CoRR
Qiang Huang, Makoto Yamada, Yuan Tian, Dinesh Singh, Dawei Yin, Yi Chang
2020 — conf
Real-Time Detection of Motorcyclist without Helmet using Cascade of CNNs on Edge-device.
ITSC
Dinesh Singh, Chalavadi Vishnu, C. Krishna Mohan
2019 J jnl
Deep Spatio-Temporal Representation for Detection of Road Accidents Using Stacked Autoencoder.
IEEE Trans. Intell. Transp. Syst.
Dinesh Singh, Chalavadi Krishna Mohan
2018 A conf
Fast-BoW: Scaling Bag-of-Visual-Words Generation.
BMVC
Dinesh Singh, Abhijeet Bhure, Sumit Mamtani, C. Krishna Mohan
2018 — conf
Projection-SVM: Distributed Kernel Support Vector Machine for Big Data using Subspace Partitioning.
IEEE BigData
Dinesh Singh, C. Krishna Mohan
2017 B conf
Detection of motorcyclists without helmet in videos using convolutional neural network.
IJCNN
Chalavadi Vishnu, Dinesh Singh, C. Krishna Mohan, Ch. Sobhan Babu
2017 J jnl
DiP-SVM : Distribution Preserving Kernel Support Vector Machine for Big Data.
IEEE Trans. Big Data
Dinesh Singh, Debaditya Roy, C. Krishna Mohan
2017 J jnl
Graph formulation of video activities for abnormal activity recognition.
Pattern Recognit.
Dinesh Singh, C. Krishna Mohan
2016 B conf
Automatic detection of bike-riders without helmet using surveillance videos in real-time.
IJCNN
Kunal Dahiya, Dinesh Singh, C. Krishna Mohan
2016 J jnl
Collaborative IDS Framework for Cloud.
Int. J. Netw. Secur.
Dinesh Singh, Dhiren Patel, Bhavesh Borisaniya, Chirag Modi
2016 B conf
Distributed quadratic programming solver for kernel SVM using genetic algorithm.
CEC
Dinesh Singh, C. Krishna Mohan
2016 C conf
Spontaneous Facial Expression Recognition: A Part Based Approach.
ICMLA
Nazil Perveen, Dinesh Singh, C. Krishna Mohan
2016 C conf
Visual Big Data Analytics for Traffic Monitoring in Smart City.
ICMLA
Dinesh Singh, Chalavadi Vishnu, C. Krishna Mohan