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cs.CV2026

TIGER: Taming Identity, Geometry, and Generative Priors for High-Quality Face Video Restoration

Yang Zhou, Wenxue Li, Peng Zhang +3

Face Video Restoration (FVR) aims to recover high-fidelity facial videos from degraded input while preserving identity and semantic consistency across frames. Existing methods ofte…

cs.CV2026

MorVess: Morphology-Aware Pulmonary Vessel Segmentation Network

Fuyou Mao, Yifei Chen, Beining Wu +9

Accurate pulmonary vessel segmentation remains challenging due to the sparse, tortuous, and multi-scale nature of vascular structures, where small branches are easily lost and topo…

cs.CV2026

HEad and neCK TumOR (HECKTOR) 2025: Benchmark of Segmentation, Diagnosis, and Prognosis in Multimodal PET/CT

Numan Saeed, Salma Hassan, Shahad Hardan +27

Head and neck cancers (HNC) represent a significant global health burden, with accurate tumor delineation being essential for effective radiotherapy planning. The complexity of the…

cs.CV2026

Towards Reliable Fetal Ultrasound Interpretation with Multi-Agent Collaboration

Xiaotian Hu, Mingxuan Liu, Junwei Huang +13

Automated fetal ultrasound interpretation requires a workflow from visual perception, including plane recognition and anatomical segmentation, to clinical understanding, including…

cs.CV2026

GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT

Shuo Jiang, Yuhao Hong, Chunbo Jiang +9

Grounding radiology report descriptions to 3D CT volumes is essential for verifiable clinical interpretation, yet remains challenging due to the semantic-spatial gap between free-t…

cs.CV2026

R2AoP: Reliable and Robust Angle of Progression Estimation from Intrapartum Ultrasound

Yuanhan Wang, Yifei Chen, Beining Wu +7

Accurate estimation of the Angle of Progression (AoP) from intrapartum transperineal ultrasound is critical for objective assessment of labor progression, yet remains highly sensit…