LIF-VSR: A Lightweight Framework for Video Super-Resolution with Implicit Alignment and Attentional Fusion

Video super-resolution (VSR) has advanced rapidly in enhancing video quality and restoring compressed content, yet leading methods often remain too costly for real-world use. We present LIF-VSR, a lightweight, near-real-time framework built with an efficiency-first philosophy, comprising economical...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Songyi Zhang, Hailin Zhang, Xiaolin Wang, Kailei Song, Zhizhuo Han, Zhitao Zhang, Wenchi Cheng
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2026-01-01
Цуврал:	Sensors
Нөхцлүүд:	video super-resolution lightweight model implicit deformable alignment sparse attention fusion
Онлайн хандалт:	https://www.mdpi.com/1424-8220/26/2/637
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!