Author

Yu-Heng Li

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Open access Sep 2026

CineScope-Fuse: Cross-Scale Semantic Fusion for Cinematic Aesthetic Assessment of Multimodal-LLM-Generated Videos

Results indicate that cinematic video assessment benefits from jointly modeling low-level fidelity, temporal continuity and high-level narrative alignment, especially for synthetic clips whose visual realism and semantic plausibility fail in different ways.

Yan-Xiu Dan, Yu-Heng Li · Applied Sciences · 0 citations

Open access Jul 2026

DFA-Det: Dynamic Feature Augmentation and Hierarchical Adaptive Fusion for Small Object Detection in Low-Altitude Complex Scenes

Experiments show that DFA-Det improves small-object precision, crowded-scene recall, and cross-scale robustness compared with representative two-stage, one-stage, transformer-based, and recent YOLO-family detectors.

Donghang Li, Yu-Heng Li · Processes · 0 citations

Open access Jul 2026

TopoGraph-Fusion: Hierarchical Task-Conditioned Topology Reasoning for RGB–Thermal Object Detection

TopoGraph-Fusion is presented, a hierarchical graph-guided dual-modal object detector that formulates fusion as topology-aware reasoning rather than direct feature concatenation and improves small-object recall, cross-modal consistency, and robustness under modality imbalance.

Pu Yu, Yanshan Ma, Yu-Heng Li et al. · Symmetry · 0 citations