PIC’22:语境工作坊的第四个人

Si Liu, Qin Jin, Luoqi Liu, Zongheng Tang, Linli Lin
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引用次数: 0

摘要

理解人类和周围环境对图像和视频的感知至关重要。它有利于许多相关的应用,如人员搜索,虚拟试穿/化妆,异常动作检测。为进一步推进上述领域的研究进展,在拟就的第四届人在语境(PIC)研讨会上,我们举办了三个以人类为中心的感知和认知挑战,包括补时视频接地(MTVG)、补密集视频字幕(MDVC)和以人类为中心的时空视频接地(HC-STVG)。所有以人为中心的挑战都集中在理解视频序列中的人类行为、互动和关系上,这需要理解视觉和语言信息,以及复杂的多模态推理。这三个子问题互为补充,相互协作,形成了统一的以人为中心的感知和认知解决方案。
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PIC'22: 4th Person in Context Workshop
Understanding human and the surrounding context is crucial for the perception of the image and video. It benefits many related applications, such as person search, virtual tryon/makeup, abnormal action detection. In the proposed 4th Person in Context (PIC) workshop, to further promote the progress in the above-mentioned areas, we hold three human-centric perception and cognition challenges including Make-up Temporal Video Grounding (MTVG), Make-up Dense Video Caption (MDVC) and Human-centric Spatio-Temporal Video Grounding (HC-STVG). All the human-centric challenges focus on understanding the human behavior, interactions and relationships in video sequences, which requires understanding both visual and linguistic information, as well as complicated multimodal reasoning. The three sub-problems are complementary and collaboratively contribute to a unified human-centric perception and cognition solution.
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