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Research Areas
Visual Object Search
- Object Recognition Retrieval via Visual Object Search
- Object Recognition Retrieval via Product Search
- Object Recognition Retrieval via Landmark Search
- Fusion Learning using Semantics and Graph Convolutional Network for Visual Food Recognition
- Weakly supervised semantic segmentation on 3D point clouds
- Computed Tomography (CT) Brain Scans Diagnosis
Video Analytics & Deep Learning
- Action Recognition
- AI-based Video Analytics for Pandemic Management
- Person Re-Identification
- People & Object Tracking
- Anomaly Detection
- Person Re-Identification Using Attribute Attention Network (AANet)
- Human-Robot Interaction (Phase 1)
Multimedia Forensics & Biometrics
Signal Processing Theories and Methods
- Advanced graph signal processing
- Quickest change detection
- High resolution micro-Doppler signal processing
Decision Making, Inference and Sense Making
- Source estimation over networks
- Inference and data privacy for sensor networks
- Social learning and crowdsourcing
Sensor data Analytics, Fusion and Machine Learning
- Vehicular Localization using V2X and Information Fusion
- End to End learned Localization for AV
- Privacy-aware service provisioning in V2X networks
- Graph neural networks