Search Results for author: Mikhail G. Mozerov

Found 5 papers, 1 papers with code

3D Shapes Local Geometry Codes Learning with SDF

no code implementations19 Aug 2021 Shun Yao, Fei Yang, Yongmei Cheng, Mikhail G. Mozerov

We propose Local Geometry Code Learning (LGCL), a model that improves the original DeepSDF results by learning from a local shape geometry of the full 3D shape.

3D Shape Reconstruction

Slimmable Compressive Autoencoders for Practical Neural Image Compression

1 code implementation CVPR 2021 Fei Yang, Luis Herranz, Yongmei Cheng, Mikhail G. Mozerov

Neural image compression leverages deep neural networks to outperform traditional image codecs in rate-distortion performance.

Image Compression

Sparse data interpolation using the geodesic distance affinity space

no code implementations6 May 2019 Mikhail G. Mozerov, Fei Yang, Joost Van de Weijer

In this paper, we adapt the geodesic distance-based recursive filter to the sparse data interpolation problem.

Optical Flow Estimation

One-view occlusion detection for stereo matching with a fully connected CRF model

no code implementations12 Jan 2019 Mikhail G. Mozerov, Joost Van de Weijer

We show that the OVOD approach considerably improves results for cost augmentation and energy minimization techniques in comparison with the standard one-view affinity space implementation.

Stereo Matching Stereo Matching Hand

Extended Dynamic Programming and Fast Multidimensional Search Algorithm for Energy Minization in Stereo and Motion

no code implementations29 Oct 2014 Mikhail G. Mozerov

This paper presents a novel extended dynamic programming approach for energy minimization (EDP) to solve the correspondence problem for stereo and motion.

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