Dr. Sumeet Saurav Principal Scientist, CSIR-CEERI

CSIR-CEERI · Pilani, Rajasthan

Sumeet Saurav

Principal Scientist — Computer Vision & Deep Learning

Computer Vision & Deep Learning for real-world, real-time systems. Building real-time vision systems — from FPGA-accelerated smart cameras to deep networks for industrial and medical environments.

View publications About the lab work
10+
Years in CV / DL research
80+
Publications & IP records
1
Best paper award (FICTA 2022)
AcSIR
Ph.D. guide / co-guide

Focus areas

What the research is built around

Computer Vision

Real-time detection, tracking and recognition in unconstrained, real-world environments.

Deep Learning

CNN / GCN architectures for facial analysis, action recognition and medical imaging.

Embedded & FPGA Systems

Hardware-accelerated, smart-camera and surveillance systems for edge deployment.

Industrial AI

Human–object interaction, task monitoring and predictive guidance on the factory floor.

Multimodal RAG

Retrieval-augmented reasoning pipelines for structured document analysis and QA.

Live

Updates — pulled from the Google Site

Open source site →
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Selected work

Featured publications

All publications →
2025

LPC-Det: Attention-based Lightweight Object Detector for Power Line Component Detection in UAV Images

Seema Choudhary, Sumeet Saurav, Prashant Gidde, Ravi Saini, Sanjay Singh

Computers and Electrical Engineering, Elsevier, Vol. 126, Article 110476, pp. 1–23 — SCI Impact Factor 2024 – 4.9

2025

Mobile Application for Real-time Fabric Image Classification to Assist Visually Impaired and Blind: A Proof-of-concept Implementation

Sumeet Saurav, et al.

Computational Intelligence, Wiley, Vol. 41, No. 5, pp. 1–21 — SCI Impact Factor 2024 – 1.7

2025

A Multimodal Dataset for Enhancing Industrial Task Monitoring and Engagement Prediction

Naval Kishore Mehta, Arvind, Sumeet Saurav, Sanjay Singh

ACM/IEEE International Conference on Human-Robot Interaction (HRI 2025), Melbourne, pp. 1047–1051

2024

Enhancing Skeleton-based Action Recognition using a Knowledge-driven Shift Graph Convolutional Network

Ananya Roy, Aruna Tiwari, Sumeet Saurav, Sanjay Singh

Computers and Electrical Engineering, Elsevier, Vol. 120, Part A, Article 109633, pp. 1–16 — SCI Impact Factor 2023 – 4.0