Research

• An Enhanced Deep Learning Model for Image Classification and Facial Expression Recognition Using Self-Distillation

  Role: Co-author

  Facial Expression Recognition (FER) is a critical research area with wide-ranging applications. While advanced convolutional neural networks have enhanced FER performance...

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• A Unified Framework for Depth-Assisted Monocular Object Pose Estimation

  Role: Research Assistant

  Developing a unified deep learning framework leveraging depth information for robust monocular object pose estimation.

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• Unsupervised Visual-to-Geometric Feature Reconstruction for Vision-Based Industrial Anomaly Detection

  Role: Research Assistant

  Proposing a novel unsupervised approach to reconstruct geometric features from visual inputs for industrial anomaly detection.

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• Efficient Multimodal Fusion For Hand Pose Estimation With Hourglass Network

  Role: Research Assistant

  Optimizing multimodal fusion techniques for accurate hand pose estimation using hourglass network architectures.

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