J
Jimei Yang
Researcher at Adobe Systems
Publications - 145
Citations - 18302
Jimei Yang is an academic researcher from Adobe Systems. The author has contributed to research in topics: Rendering (computer graphics) & Computer science. The author has an hindex of 52, co-authored 136 publications receiving 13213 citations. Previous affiliations of Jimei Yang include Chinese Academy of Sciences & University of California, Merced.
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Deep salient content neural networks for efficient digital object segmentation
TL;DR: In this article, the salient content neural networks are used for segmenting objects in digital visual media utilizing one or more saliency neural networks (SCLN) for real-time detection of foreground pixels.
Proceedings ArticleDOI
Extracting Image Regions by Structured Edge Prediction
TL;DR: This work exploits an efficient algorithm for structured edge prediction to extract regions from structured edge detection and develops a novel algorithm to link the structured edge and gPb hierarchical image segmentation framework with steerable filters.
Proceedings ArticleDOI
Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera
Jae Shin Yoon,Duygu Baykal Ceylan,Tuanfeng Y. Wang,Jingwan Lu,Jimei Yang,Zhixin Shu,Hyunjun Park +6 more
TL;DR: This paper model an equivariant encoder that can generate the generalizable representation from the spatial and temporal derivatives of the 3D body surface and decoded by a compositional multi-task decoder that renders high fidelity time-varying appearance.
Proceedings Article
Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control
TL;DR: In this article, a hierarchical reinforcement learning framework is proposed for human motion synthesis, which relies on a collection of subtask controllers trained to imitate simple, reusable mocap motions and a meta controller trained to execute the subtasks properly to complete the main task.
Proceedings ArticleDOI