The position is funded by the ELLIS-Amsterdam unit, so it comes with research freedom along some rough directions. For representative papers, please visit (tabs “projects” and “publications”). These are hot research problems for both academia and the industry with no signs of slowing down. Developing methods that perform well for videos taken in the wild (i.e.Extending 3D reasoning over time for 4D spatio-temporal reasoning.through collecting novel datasets, weakly-supervised learning, optimization-based approaches) Accounting for the lack of large datasets of images or videos paired with 3D ground truth (e.g.Representing the interaction relationship between humans and objects (e.g., proximal distances, contact), as well as the semantics of this (e.g., affordances).Dealing with the strong occlusions during realistic human-object interactions.Reconstructing additionally 3D physical objects from single-/multi-view images.Reconstructing deformable 3D human bodies and hands from single-/multi-view images.Among others, this project involves challenges like: Challenges exist at all levels of abstraction, from the ill-posed 3D inference from 2D images, to the semantic interpretation of it. This holistic reconstruction endows computers with the ability to recognize what is in the scene, infer the state of humans and objects and analyse their semantic and spatio-temporal configuration.Īlthough for humans this perceptual capability seems effortless, for computers this has proven to be hard. Think of this as “mirroring” the observed scene, with the humans and objects in it, to a replica 3D/4D virtual scene with virtual humans and objects. To this end, we first need to “make sense” of the observed scene, i.e., to model how people, objects, and spaces look, to estimate their shape and pose, to infer their semantics and spatial relationships, and to do all of these in 3D space (or 4D for spacetime), because our bodies move in a 3D world (or 4D for spacetime). This is important for Ambient Intelligence, Virtual Assistants, Human-Computer and Human-Robot Interaction, and Augmented/Virtual Reality (AR/VR). Our long-term goal is to develop human-centred AI that accurately perceives humans from images and videos while performing tasks, and assists them in these. This is reflected in the images and videos that we upload on Facebook, Instagram, YouTube, or that we capture through smart glasses (e.g. Humans constantly interact with objects, spaces and other humans to perform tasks. Nickel silver rim wire and thermoplastic peek frame combination.The ELLIS unit Amsterdam provides a fully funded PhD position on the “4D Perception of Interacting Humans from Videos”.ĭo you want to help computers see, understand, and assist us, humans, in our everyday life? Are you excited with Artificial Intelligence (AI), 3D Machine Perception, 3D Human and Object Understanding, and 3D Avatars? Do you aspire to conduct internationally-visible research in one of the world’s most exciting cities? We are searching for a strong PhD candidate to push together the state of the art!.Be Insolent, Be Wise, Be Tough As Nails, Be Your Own Art, Be An Icon. Emulate Your Idols, Emerge And Give A Damn About Who You Are Going To Be. No Pretense, Just Brazen Simplicity, Design, And Respect. Ivi Reaches Out To The Public With Bare Bones Imagery And Words To Live By. Ivi Compels You To See With A Different Point Of View, To Let Words Resonate, To Fine Tune Your Own Greatness.

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