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Multimedia Graphics Vision Computing

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Multimedia Graphics Vision Computing

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Research Frontiers in 3D Object Detection and Localization

Research on multi-modal approaches for accurate 3D bounding box prediction from point clouds, RGB-D, and monocular imagery.

Sparse Point Cloud Geometry in Extreme Occlusion
Cross-Modal 3D Understanding from Thermal and RGB Fusion
Temporal Consistency in Dynamic Object Detection
Monocular Depth Ambiguity and Semantic Resolution
Category-Agnostic Object Boundaries in Cluttered Scenes
Adversarial Robustness in 3D Detection Architectures
Real-Time Localization on Edge Hardware Constraints
Multi-Scale Voxel Representations for Heterogeneous Objects
Weakly-Supervised 3D Annotation Learning from Video
Domain Shift in Cross-Sensor Object Localization

All Multimedia, Graphics & Vision Computing PhD categories