Search Results for author: Barış Özcan

Found 11 papers, 10 papers with code

Deterministic Neural Illumination Mapping for Efficient Auto-White Balance Correction

1 code implementation7 Aug 2023 Furkan Kınlı, Doğa Yılmaz, Barış Özcan, Furkan Kıraç

Our method provides an efficient deep learning-based AWB correction solution, promising real-time, high-quality color correction for digital imaging applications.

Style Transfer

Modeling the Lighting in Scenes as Style for Auto White-Balance Correction

1 code implementation17 Oct 2022 Furkan Kınlı, Doğa Yılmaz, Barış Özcan, Furkan Kıraç

Style may refer to different concepts (e. g. painting style, hairstyle, texture, color, filter, etc.)

Reversing Image Signal Processors by Reverse Style Transferring

no code implementations17 Oct 2022 Furkan Kınlı, Barış Özcan, Furkan Kıraç

Mapping from sRGB to RAW format could be a relevant domain for reverse style transferring since the task is an ill-posed reversing problem.


Patch-wise Contrastive Style Learning for Instagram Filter Removal

1 code implementation15 Apr 2022 Furkan Kınlı, Barış Özcan, Furkan Kıraç

Assuming these filters substantially inject a piece of additional style information to the social media images, we can formulate the problem of recovering the original versions as a reverse style transfer problem.

Reverse Style Transfer

Instagram Filter Removal on Fashionable Images

1 code implementation11 Apr 2021 Furkan Kınlı, Barış Özcan, Furkan Kıraç

However, CNNs generally fail to interpret both the image and its filtered version as the same in the visual analysis of social media images.

Reverse Style Transfer

[Re] Spatial-Adaptive Network for Single Image Denoising

1 code implementation RC 2020 Sami Menteş, Furkan Kınlı, Barış Özcan, Furkan Kıraç

The original paper proposes an encoder-decoder structure exploiting a residual spatialadaptive block and a context block to capture multi-scale information for achieving the state-of-the-art on real and synthetic noise removal.

Image Denoising SSIM

A Benchmark for Inpainting of Clothing Images with Irregular Holes

1 code implementation9 Jul 2020 Furkan Kınlı, Barış Özcan, Furkan Kıraç

\keywords{image inpainting, fashion image understanding, dilated convolutions, partial convolutions

Image Inpainting

Quaternion Capsule Networks

1 code implementation8 Jul 2020 Barış Özcan, Furkan Kınlı, Furkan Kıraç

Capsules are grouping of neurons that allow to represent sophisticated information of a visual entity such as pose and features.

Benchmarking Object Recognition

Fashion Image Retrieval with Capsule Networks

1 code implementation26 Aug 2019 Furkan Kınlı, Barış Özcan, Furkan Kıraç

In this study, we investigate in-shop clothing retrieval performance of densely-connected Capsule Networks with dynamic routing.

Image Retrieval Retrieval

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