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ORCIDDinesh Singh 0001
Person information
- affiliation: Visual Intelligence and Machine Learning (VIML) Group, School of Computing and Electrical Engineering (SCEE), Indian Institute of Technology Mandi (IIT Mandi)
- affiliation (former): RIKEN Center for Advanced Intelligence Project (AIP), Kyoto University, Japan
- affiliation (former): Indian Institute of Technology Hyderabad, Kandi, Sangareddy, India
Other persons with the same name
- Dinesh Singh — disambiguation page
- Dinesh Singh 0002 — Sardar Vallabhbhai National Institute of Technology, Surat, Gujarat, India
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2020 – today
- 2026
[c18]Nandani Sharma
, Sachin Banothu, Mahek Shah, Dinesh Singh:
Improved Single-Stage Facial Landmarks for Real-Time Driver Drowsiness Detection. ICDCIT 2026: 189-204- [c17]Avinash Kushwaha, Prashant D. Kulkarni, Richa Thakur, Shubhajit Roy Chowdhury, Aditya Nigam, Dinesh Singh:
Bh$\bar{a}$luk: Learning the Unknown Basis of Human Olfactory System Using Deep Learning. ICDCIT 2026: 343-357 - 2025
- [c16]Anandita Jamwal, Lalithya Koneti, Manikandan Ravikiran, Dinesh Singh, Rohit Saluja:
Towards Scene Text Recognition in Rainy Weather Conditions. ICDAR (5) 2025: 338-350 - [c15]Tarun Saini, Madhumita Guha, Sachin Kumar Bairwa, Vandita Dutt, Kajal Singh, Dinesh Singh:
Drone-UP: Drone-based Unauthorized Parking Detection Method for Edge-devices. IJCNN 2025: 1-7 - [c14]Nandani Sharma, Kajal Singh, Dinesh Singh:
Para-X: Graph-based Facial Paralysis Detection using Structural Deformations of Facial Expression. IJCNN 2025: 1-8 - [i8]Ravi Shankar Prasad, Dinesh Singh:
Cross-Domain Identity Representation for Skull to Face Matching with Benchmark DataSet. CoRR abs/2507.08329 (2025) - [i7]Nandani Sharma, Dinesh Singh:
Exp-Graph: How Connections Learn Facial Attributes in Graph-based Expression Recognition. CoRR abs/2507.14608 (2025) - [i6]Ravi Shankar Prasad, Dinesh Singh:
FCR: Investigating Generative AI models for Forensic Craniofacial Reconstruction. CoRR abs/2508.18031 (2025) - [i5]Ravi Shankar Prasad, Nandani Sharma, Dinesh Singh:
Cranio-ID: Graph-Based Craniofacial Identification via Automatic Landmark Annotation in 2D Multi-View X-rays. CoRR abs/2511.14411 (2025) - 2024
- [c13]Sagnik Ghosh, Avinash Kushwaha, Dinesh Singh:
Tackling Data Heterogeneity in Federated Learning through Global Density Estimation. IEEE Big Data 2024: 7764-7773 - [c12]Sagnik Ghosh, Kirti Tripathi, Ankita Garg, Dinesh Singh, Amit Prasad, Arnav Bhavsar, Varun Dutt:
Predicting Stress among Students via Psychometric Assessments and Machine Learning. PETRA 2024 - [c11]Sushovan Jena, Arya Pulkit, Kajal Singh, Anoushka Banerjee, Sharad Joshi, Ananth Ganesh, Dinesh Singh, Arnav Bhavsar:
Unified Anomaly Detection Methods on Edge Device Using Knowledge Distillation and Quantization. RRPR 2024: 60-81 - [i4]Sushovan Jena, Arya Pulkit, Kajal Singh, Anoushka Banerjee, Sharad Joshi, Ananth Ganesh, Dinesh Singh, Arnav Bhavsar:
Unified Anomaly Detection methods on Edge Device using Knowledge Distillation and Quantization. CoRR abs/2407.02968 (2024) - 2023
- [j5]Qiang Huang, Makoto Yamada, Yuan Tian, Dinesh Singh, Yi Chang:
GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 35(7): 6968-6972 (2023) - [c10]Dinesh Singh:
Graph Representation for Weakly-Supervised Spatio-Temporal Action Detection. IJCNN 2023: 1-9 - [c9]Dinesh Singh, Héctor Climente-González, Mathis Petrovich, Eiryo Kawakami, Makoto Yamada:
FsNet: Feature Selection Network on High-dimensional Biological Data. IJCNN 2023: 1-9 - 2021
- [i3]Hardik Tankaria, Dinesh Singh, Makoto Yamada:
Nys-Curve: Nyström-Approximated Curvature for Stochastic Optimization. CoRR abs/2110.08577 (2021) - 2020
- [c8]Dinesh Singh, Chalavadi Vishnu, C. Krishna Mohan:
Real-Time Detection of Motorcyclist without Helmet using Cascade of CNNs on Edge-device. ITSC 2020: 1-8 - [i2]Qiang Huang, Makoto Yamada, Yuan Tian, Dinesh Singh, Dawei Yin, Yi Chang:
GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks. CoRR abs/2001.06216 (2020) - [i1]Dinesh Singh, Makoto Yamada:
FsNet: Feature Selection Network on High-dimensional Biological Data. CoRR abs/2001.08322 (2020)
2010 – 2019
- 2019
- [j4]Dinesh Singh, Chalavadi Krishna Mohan:
Deep Spatio-Temporal Representation for Detection of Road Accidents Using Stacked Autoencoder. IEEE Trans. Intell. Transp. Syst. 20(3): 879-887 (2019) - 2018
- [c7]Dinesh Singh, C. Krishna Mohan:
Projection-SVM: Distributed Kernel Support Vector Machine for Big Data using Subspace Partitioning. IEEE BigData 2018: 74-83 - [c6]Dinesh Singh, Abhijeet Bhure, Sumit Mamtani, C. Krishna Mohan:
Fast-BoW: Scaling Bag-of-Visual-Words Generation. BMVC 2018: 287 - 2017
- [j3]Dinesh Singh, C. Krishna Mohan:
Graph formulation of video activities for abnormal activity recognition. Pattern Recognit. 65: 265-272 (2017) - [j2]Dinesh Singh, Debaditya Roy, C. Krishna Mohan:
DiP-SVM : Distribution Preserving Kernel Support Vector Machine for Big Data. IEEE Trans. Big Data 3(1): 79-90 (2017) - [c5]Chalavadi Vishnu, Dinesh Singh, C. Krishna Mohan, Ch. Sobhan Babu:
Detection of motorcyclists without helmet in videos using convolutional neural network. IJCNN 2017: 3036-3041 - 2016
- [j1]Dinesh Singh, Dhiren Patel, Bhavesh Borisaniya, Chirag Modi:
Collaborative IDS Framework for Cloud. Int. J. Netw. Secur. 18(4): 699-709 (2016) - [c4]Dinesh Singh, C. Krishna Mohan:
Distributed quadratic programming solver for kernel SVM using genetic algorithm. CEC 2016: 152-159 - [c3]Nazil Perveen, Dinesh Singh, C. Krishna Mohan:
Spontaneous Facial Expression Recognition: A Part Based Approach. ICMLA 2016: 819-824 - [c2]Dinesh Singh, Chalavadi Vishnu, C. Krishna Mohan:
Visual Big Data Analytics for Traffic Monitoring in Smart City. ICMLA 2016: 886-891 - [c1]Kunal Dahiya, Dinesh Singh, C. Krishna Mohan:
Automatic detection of bike-riders without helmet using surveillance videos in real-time. IJCNN 2016: 3046-3051
Coauthor Index
aka: Chalavadi Krishna Mohan
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