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Yael Pritch
Researcher at Google
Publications - 53
Citations - 5733
Yael Pritch is an academic researcher from Google. The author has contributed to research in topics: Computer science & Video tracking. The author has an hindex of 22, co-authored 44 publications receiving 4324 citations. Previous affiliations of Yael Pritch include Hebrew University of Jerusalem & Disney Research.
Papers
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Proceedings ArticleDOI
Saliency filters: Contrast based filtering for salient region detection
TL;DR: A conceptually clear and intuitive algorithm for contrast-based saliency estimation that outperforms all state-of-the-art approaches and can be formulated in a unified way using high-dimensional Gaussian filters.
Journal ArticleDOI
Scene reconstruction from high spatio-angular resolution light fields
TL;DR: This paper proposes an algorithm that leverages coherence in massive light fields by breaking with a number of established practices in image-based reconstruction, and introduces a sparse representation and a propagation scheme for reliable depth estimates which make the algorithm particularly effective for 3D input.
Proceedings ArticleDOI
Shift-map image editing
TL;DR: Geometric rearrangement of images includes operations such as image retargeting, inpainting, or object rearrangements, which can be characterized by a shiftmap: the relative shift of every pixel in the output image from its source in an input image.
Journal ArticleDOI
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation
TL;DR: A new approach for “personalization” of text-to-image diffusion models (specializing them to users’ needs) and leveraging the semantic prior embedded in the model with a new autogenous class-specific prior preservation loss enables synthesizing the subject in diverse scenes, poses, views, and lighting conditions that do not appear in the reference images.
Journal ArticleDOI
Nonchronological Video Synopsis and Indexing
TL;DR: Video synopsis provides a short video representation, while preserving the essential activities of the original video, in order to create a synopsis of an endless video streams, as generated by Webcams and by surveillance cameras.