Search Results for author: Janne Kontkanen

Found 5 papers, 2 papers with code

FILM: Frame Interpolation for Large Motion

2 code implementations10 Feb 2022 Fitsum Reda, Janne Kontkanen, Eric Tabellion, Deqing Sun, Caroline Pantofaru, Brian Curless

Recent methods use multiple networks to estimate optical flow or depth and a separate network dedicated to frame synthesis.

Optical Flow Estimation Video Frame Interpolation

3D Moments from Near-Duplicate Photos

no code implementations CVPR 2022 Qianqian Wang, Zhengqi Li, David Salesin, Noah Snavely, Brian Curless, Janne Kontkanen

As output, we produce a video that smoothly interpolates the scene motion from the first photo to the second, while also producing camera motion with parallax that gives a heightened sense of 3D.

Motion Interpolation

Generative Powers of Ten

no code implementations4 Dec 2023 Xiaojuan Wang, Janne Kontkanen, Brian Curless, Steve Seitz, Ira Kemelmacher, Ben Mildenhall, Pratul Srinivasan, Dor Verbin, Aleksander Holynski

We present a method that uses a text-to-image model to generate consistent content across multiple image scales, enabling extreme semantic zooms into a scene, e. g., ranging from a wide-angle landscape view of a forest to a macro shot of an insect sitting on one of the tree branches.

Image Super-Resolution

Video Interpolation with Diffusion Models

1 code implementation1 Apr 2024 Siddhant Jain, Daniel Watson, Eric Tabellion, Aleksander Hołyński, Ben Poole, Janne Kontkanen

We present VIDIM, a generative model for video interpolation, which creates short videos given a start and end frame.

Super-Resolution

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