Abstract:Human faces are a core part of our identity and expression, and thus, understanding facial geometry is key to capturing this information. Automated systems that seek to make use of this information must have a way of modeling facial features in a way that makes them accessible. Hierarchical, multi-level architectures have the capability of capturing the different resolutions of representation involved. In this work, we propose using a hierarchical transformer architecture as a means of capturing a robust repre… Show more
“…Another topic investigated in this Special Issue is human face analysis. In particular, the published papers address different topics, including the problem of machine interaction using voice commands and facial movements [ 6 ], 3D face and body geometry reconstruction [ 7 , 8 ], and dyadic interaction analysis based on facial expressions [ 9 ]. Focusing on eye images, Gibertoni et al [ 10 ] propose a system to automatically classify the eye status in images acquired through an ophthalmic tool.…”
For decades, researchers of different areas, ranging from artificial intelligence to computer vision, have intensively investigated human-centered data, i [...]
“…Another topic investigated in this Special Issue is human face analysis. In particular, the published papers address different topics, including the problem of machine interaction using voice commands and facial movements [ 6 ], 3D face and body geometry reconstruction [ 7 , 8 ], and dyadic interaction analysis based on facial expressions [ 9 ]. Focusing on eye images, Gibertoni et al [ 10 ] propose a system to automatically classify the eye status in images acquired through an ophthalmic tool.…”
For decades, researchers of different areas, ranging from artificial intelligence to computer vision, have intensively investigated human-centered data, i [...]
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