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cs.CV2025
Holi-DETR: Holistic Fashion Item Detection Leveraging Contextual Information
Youngchae Kwon, Jinyoung Choi, Injung Kim
Fashion item detection is challenging due to the ambiguities introduced by the highly diverse appearances of fashion items and the similarities among item subcategories. To address…
cs.CV2025
Rethinking Garment Conditioning in Diffusion-based Virtual Try-On: Decouple, Don't Denoise
Kihyun Na, Jinyoung Choi, Injung Kim
Virtual Try-On (VTON) synthesizes realistic images of a person wearing a target garment, with broad applications in e-commerce and fashion. Diffusion-based dual-UNet methods achiev…
cs.CV2025
CharDiff-LP: A Diffusion Model with Character-Level Guidance for License Plate Image Restoration
Kihyun Na, Gyuhwan Park, Injung Kim
License plate image restoration is important not only as a preprocessing step for license plate recognition but also for enhancing evidential value, improving visual clarity, and e…