Ministry of Education
Dinesh Singh
VIDWAN ID: 315740

Dr Dinesh Singh

Male Doctor of Philosophy
Assistant Professor | School of Computing and Electrical Engineering
Indian Institute of Technology, Mandi
Himachal Pradesh
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0001-8889-9847 Scopus 57209912208 ResearcherID L-4524-2017 Google Scholar TsHUNA0AAAAJ
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21 Publications
1 Projects
587 Scopus Citations
510 CrossRef
4 Years Total Experience
Publications
21 Total
Articles
7
Chapters
3
Proceedings
11
Activity

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Scopus Scopus
587 Citations
8 h-index
CrossRef CrossRef
510 Citations
7 h-index
Google Scholar Google Scholar

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Professional Recognition

Best IDRBT Doctoral Colloquium Award
2018
IDRBT
Travel Award
2018
IEEE BigData 2018
Travel Award
2023
DST SERB
Travel Award
2016
Microsoft Research India

Community & Membership

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IEEE
Senior Member
Jan 2025
INNS
Member
Jan 2023
IEEE ITSS
Member
Jan 2025
IEEE CIS
Member
Jan 2016
IEEE CS
Member
Jan 2022

Personal Details

Doctor of Philosophy
2019
Indian Institute of Technology, Madras
Assistant Professor
Sep 2022 – Present
Indian Institute of Technology, Mandi | School of Computing and Electrical Engineering
Engineering and Technology
Computer Science Artificial Intelligence

Related Profiles

Scholarly Work

Development of AI-based multi-class Welding Defects Detection Method
Other
Role: Principal Investigator
Amount: ₹50 Lac
Duration: 2025 – Ongoing
No Data Found

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Method and System for Detection of Accident in Traffic Surveillance Videos

Dinesh Singh
C. Vishnu
Debaditya Roy
and C. Krishna Mohan
- Patent No. : 410755 Filed : 01-02-2018
Published : 30-11--0001 Granted

Scholarly Publications

Bha¯luk: Learning the Unknown Basis of Human Olfactory System Using Deep Learning

Conference Paper
Year: 2026. Volume: 16420 LNCS , Pages: 343-357 .
Authors: Avinash Kushwaha; Prashant D. Kulkarni; Richa Thakur; Shubhajit Roy Chowdhury; Aditya Nigam; Dinesh Singh
DOI 10.1007/978-3-032-16632-6_22

DiP-SVM : Distribution Preserving Kernel Support Vector Machine for Big Data

Journal Article
IEEE Transactions on Big Data. Year: 2017. Volume: 3 , Issue: 1 , Pages: 79-90 .
Authors: Singh, Dinesh; Roy, Debaditya; Mohan, C. Krishna
DOI 10.1109/TBDATA.2016.2646700 Crossref Crossref: 51

Para-X: Graph-based Facial Paralysis Detection using Structural Deformations of Facial Expression

Journal Article
Year: 2025. Pages: 1-8 .
Authors: Sharma, Nandani; Singh, Kajal; Singh, Dinesh
DOI 10.1109/IJCNN64981.2025.11228302

Exp-Graph: How Connections Learn Facial Attributes in Graph-based Expression Recognition

Open Access
Journal Article
Year: 2025.
Authors: Nandani Sharma; Dinesh Singh
DOI 10.36227/TECHRXIV.175373012.26173292/V1

Drone-UP: Drone-based Unauthorized Parking Detection Method for Edge-devices

Journal Article
Year: 2025. Pages: 1-7 .
Authors: Saini, Tarun; Guha, Madhumita; Bairwa, Sachin Kumar; Dutt, Vandita; Singh, Kajal; Singh, Dinesh
DOI 10.1109/IJCNN64981.2025.11228564

Cross-Domain Identity Representation for Skull to Face Matching with Benchmark DataSet

Journal Article
Year: 2025.
Authors: Prasad, Ravi Shankar; Singh, Dinesh

Improved Single-Stage Facial Landmarks for Real-Time Driver Drowsiness Detection

Book Chapter
Year: 2026. Pages: 189-204 .
Authors: Nandani Sharma; Sachin Banothu; Mahek Shah; Dinesh Singh
DOI 10.1007/978-3-032-16632-6_12

SPOT-Face: Forensic Face Identification Using Attention Guided Optimal Transport

Book Chapter
Year: 2027. Pages: 553-566 .
Authors: Ravi Shankar Prasad; Dinesh Singh
DOI 10.1007/978-3-032-31441-3_37
Showing 1 to 8 of 21 publications