Identity-Centric Video Summarization via Hierarchical Fusion of Biometric, Appearance, and 3D Body Features

arXiv:2609.25837 · cs.CV · Submitted 2026-09-22 · Read on arXiv

cs.CV

Submitted: 2026-09-22

Updated: 2026-09-22

Terminology

• Embeddings — 17× in this paper · explained in 2 episodes
• Clustering — 14× in this paper · explained in 2 episodes
• Consistency — 13× in this paper · explained in 3 episodes
• Transformer — 10× in this paper · explained in 2 episodes
• Redundancy — 9× in this paper · explained in 2 episodes
• Accuracy — 8× in this paper · explained in 1 episode
• Conference on Computer Vision and Pattern Recognition — 8× in this paper
• Multi-Object Tracking — 7× in this paper
• Ablation — 6× in this paper · explained in 1 episode
• Ablation study — 6× in this paper · explained in 1 episode
• Robustness — 6× in this paper · explained in 5 episodes
• Benchmark — 4× in this paper · explained in 2 episodes
• Reinforcement Learning — 4× in this paper · explained in 4 episodes
• CVF International Conference on Computer Vision — 3× in this paper
• Feature Extraction — 3× in this paper · explained in 2 episodes
• Simple Online and Realtime Tracking — 3× in this paper
• Deep Reinforcement Learning — 2× in this paper · explained in 2 episodes
• Group for Vision and Intelligent Systems — 2× in this paper
• IEEE International Conference on Image Processing — 2× in this paper
• Winter Conference on Applications of Computer Vision — 2× in this paper
• Actor — 1× in this paper · explained in 3 episodes
• Adaptive Selection — 1× in this paper · explained in 1 episode
• Contrastive Learning — 1× in this paper · explained in 5 episodes
• Dynamic Weighting — 1× in this paper · explained in 3 episodes
• Entanglement — 1× in this paper · explained in 3 episodes
• Failure Modes — 1× in this paper · explained in 3 episodes
• Higher Order Tracking Accuracy — 1× in this paper
• Human Mesh Recovery — 1× in this paper
• Hybrid Architectures — 1× in this paper · explained in 3 episodes
• IEEE International Symposium on Multimedia — 1× in this paper
• Latent Space — 1× in this paper · explained in 7 episodes
• Loss Function — 1× in this paper · explained in 2 episodes
• Multiple Object Tracking Accuracy — 1× in this paper
• Personalization — 1× in this paper · explained in 2 episodes
• Quantization — 1× in this paper · explained in 12 episodes
• Reinforcement Learning (RL) — 1× in this paper · explained in 25 episodes
• Reward Function — 1× in this paper · explained in 2 episodes
• Sample and Computation Redistribution Face Detector — 1× in this paper
• Structural Integrity — 1× in this paper · explained in 3 episodes

Sources

• Video Summarization Techniques: A Comprehensive Review
• Sample and Computation Redistribution for Efficient Face Detection

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