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Amy Zhao
Researcher at Massachusetts Institute of Technology
Publications - 16
Citations - 3037
Amy Zhao is an academic researcher from Massachusetts Institute of Technology. The author has contributed to research in topics: Convolutional neural network & Image registration. The author has an hindex of 8, co-authored 16 publications receiving 1881 citations.
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A Video-Based Method for Objectively Rating Ataxia.
Ronnachai Jaroensri,Amy Zhao,Guha Balakrishnan,Derek Lo,Jeremy D. Schmahmann,John V. Guttag,Frédo Durand +6 more
TL;DR: The feasibility of using computer vision and machine learning to produce consistent and clinically useful measures of motor impairment is demonstrated, using videos of the finger-to-nose test.
Proceedings ArticleDOI
Estimating a Small Signal in the Presence of Large Noise
TL;DR: A preliminary algorithm for estimating the signal amplitude in the presence of relatively high noise is presented and it is demonstrated that the algorithm can be used to accurately estimate the signals amplitude in an uncompressed simulated video, but is susceptible to compression noise and motion.
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Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings
TL;DR: A probabilistic model is presented that, given a single image of a completed painting, recurrently synthesizes steps of the painting process and can be used to sample many time steps, enabling long-term stochastic video synthesis.
Proceedings ArticleDOI
Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings
TL;DR: In this paper, a probabilistic model is proposed to synthesize time-lapse videos depicting how a given painting might have been created, which can be used to sample many time steps, enabling longterm stochastic video synthesis.