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Denys Rozumnyi's Projects

defmo icon defmo

[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects

dt-gpu icon dt-gpu

Distance transform and local maxima on GPU

fmo icon fmo

Fast Moving Objects Detection in Matlab

fmodetect icon fmodetect

[ICCV 2021] FMODetect: Robust Detection of Fast Moving Objects

humanfromblur icon humanfromblur

[ICCV 2023] Human from Blur: Human Pose Tracking from Blurry Images

kornia icon kornia

Open Source Differentiable Computer Vision Library for PyTorch

meanshift icon meanshift

C++ Implementation of Meanshift over Riemannian Manifold

motionfromblur icon motionfromblur

[CVPR 2022] Motion-from-Blur: 3D Shape and Motion Estimation of Motion-blurred Objects in Videos

objectron icon objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

shapefromblur icon shapefromblur

[NeurIPS 2021] Shape from Blur: Recovering Textured 3D Shape and Motion of Fast Moving Objects

tbd icon tbd

Implementation of Tracking by Deblatting

tracking-by-3d icon tracking-by-3d

[ICCV 2023] Tracking by 3D Model Estimation of Unknown Objects in Videos

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