Andrey Ignatov

Orcid: 0000-0003-4205-8748

According to our database1, Andrey Ignatov authored at least 42 papers between 2017 and 2023.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
SQAD: Automatic Smartphone Camera Quality Assessment and Benchmarking.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report.
CoRR, 2022

PyNet-V2 Mobile: Efficient On-Device Photo Processing With Neural Networks.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 Challenge: Report.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022




MicroISP: Processing 32MP Photos on Mobile Devices with Deep Learning.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022


LAN: Lightweight Attention-based Network for RAW-to-RGB Smartphone Image Processing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

PhoneDepth: A Dataset for Monocular Depth Estimation on Mobile Devices.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Fast and Accurate Camera Scene Detection on Smartphones.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2021 Challenge: Report.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Real-Time Video Super-Resolution on Smartphones With Deep Learning, Mobile AI 2021 Challenge: Report.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Learned Smartphone ISP on Mobile NPUs With Deep Learning, Mobile AI 2021 Challenge: Report.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Fast Camera Image Denoising on Mobile GPUs With Deep Learning, Mobile AI 2021 Challenge: Report.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Controlling information capacity of binary neural network.
Pattern Recognit. Lett., 2020

AIM 2020 Challenge on Learned Image Signal Processing Pipeline.
CoRR, 2020



Rendering Natural Camera Bokeh Effect with Deep Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Replacing Mobile Camera ISP with a Single Deep Learning Model.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
AI Benchmark: All About Deep Learning on Smartphones in 2019.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019




2018
Real-time human activity recognition from accelerometer data using Convolutional Neural Networks.
Appl. Soft Comput., 2018

Fast Perceptual Image Enhancement.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018


AI Benchmark: Running Deep Neural Networks on Android Smartphones.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

WESPE: Weakly Supervised Photo Enhancer for Digital Cameras.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
A Large-Scale CNN Ensemble for Medication Safety Analysis.
Proceedings of the Natural Language Processing and Information Systems, 2017

DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Twitter Author Profiling Using Word Embeddings and Logistic Regression.
Proceedings of the Working Notes of CLEF 2017, 2017


  Loading...