Search Results for author: Artsiom Ablavatski

Found 9 papers, 5 papers with code

Attention Mesh: High-fidelity Face Mesh Prediction in Real-time

1 code implementation19 Jun 2020 Ivan Grishchenko, Artsiom Ablavatski, Yury Kartynnik, Karthik Raveendran, Matthias Grundmann

We present Attention Mesh, a lightweight architecture for 3D face mesh prediction that uses attention to semantically meaningful regions.

Real-time Pupil Tracking from Monocular Video for Digital Puppetry

1 code implementation19 Jun 2020 Artsiom Ablavatski, Andrey Vakunov, Ivan Grishchenko, Karthik Raveendran, Matsvei Zhdanovich

We present a simple, real-time approach for pupil tracking from live video on mobile devices.

The Two-Pass Softmax Algorithm

3 code implementations13 Jan 2020 Marat Dukhan, Artsiom Ablavatski

Performance evaluation demonstrates that on out-of-cache inputs on an Intel Skylake-X processor the new Two-Pass algorithm outperforms the traditional Three-Pass algorithm by up to 28% in AVX512 implementation, and by up to 18% in AVX2 implementation.

Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs

3 code implementations15 Jul 2019 Yury Kartynnik, Artsiom Ablavatski, Ivan Grishchenko, Matthias Grundmann

The relatively dense mesh model of 468 vertices is well-suited for face-based AR effects.

Real-time Hair Segmentation and Recoloring on Mobile GPUs

no code implementations15 Jul 2019 Andrei Tkachenka, Gregory Karpiak, Andrey Vakunov, Yury Kartynnik, Artsiom Ablavatski, Valentin Bazarevsky, Siargey Pisarchyk

We present a novel approach for neural network-based hair segmentation from a single camera input specifically designed for real-time, mobile application.

Enriched Deep Recurrent Visual Attention Model for Multiple Object Recognition

no code implementations12 Jun 2017 Artsiom Ablavatski, Shijian Lu, Jianfei Cai

We design an Enriched Deep Recurrent Visual Attention Model (EDRAM) - an improved attention-based architecture for multiple object recognition.

Object Recognition

WordFence: Text Detection in Natural Images with Border Awareness

no code implementations15 May 2017 Andrei Polzounov, Artsiom Ablavatski, Sergio Escalera, Shijian Lu, Jianfei Cai

In recent years, text recognition has achieved remarkable success in recognizing scanned document text.

Semantic Segmentation

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