Jiya Sinha

Jiya Sinha

Computer Vision · Audio & Speech Processing · Machine Learning · Deep Learning

Working in the field of vision and audio, building robust machine learning systems.

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Last updated: February 2026

Education

BS-MS in Data Science and Engineering

2022 – 2027

Indian Institute of Science Education and Research (IISER) Bhopal

CGPA: 8.5/10 (7th Semester)

Publications

Gesture Recognition for Emergencies: Dataset and Cross-Condition Analysis

Sinha, J., Bhattacharya, P., & Agarwal, A.
IEEE FG 2025

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Projects

NIR-to-RGB Image Colorization

Research on GAN-based NIR image colorization focusing on perceptual quality.

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Graph-Based Makeup Transfer using GCNs

  • Facial landmark-graph-based structured makeup transfer using GCNs.
  • Trained on the MT dataset; evaluated through a 54-user study with an average score of 4.9/10

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Research & Internship Experience

Research Intern

Trustworthy BiometraVision Lab • Sep 2024 – Jan 2025

  • Built a 1,000+ video gesture recognition dataset across diverse environments and devices.
  • Benchmarked state-of-the-art models including ViViT, VGG-LSTM, and MobileNetV2-LSTM under varied lighting and device conditions.
  • Co-authored a peer-reviewed paper accepted at IEEE FG 2025.

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Research Intern

Advanced Signal & Image Processing Lab • Mar 2025 – Aug 2025

  • Designed deep learning architectures for NIR-to-RGB image colorization.
  • Explored GAN-based generator variations and perceptual loss formulations.
  • Optimized for perceptual quality.

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Contact

jiya22@iiserb.ac.in GitHub LinkedIn