1 code implementation • 7 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.
1 code implementation • 20 Oct 2022 • Marcos V. Conde, Radu Timofte, Yibin Huang, Jingyang Peng, Chang Chen, Cheng Li, Eduardo Pérez-Pellitero, Fenglong Song, Furui Bai, Shuai Liu, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yu Zhu, Chenghua Li, Yingying Jiang, Yong A, Peisong Wang, Cong Leng, Jian Cheng, Xiaoyu Liu, Zhicun Yin, Zhilu Zhang, Junyi Li, Ming Liu, WangMeng Zuo, Jun Jiang, Jinha Kim, Yue Zhang, Beiji Zou, Zhikai Zong, Xiaoxiao Liu, Juan Marín Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Furkan Kınlı, Barış Özcan, Furkan Kıraç, Li Leyi, SM Nadim Uddin, Dipon Kumar Ghosh, Yong Ju Jung
Cameras capture sensor RAW images and transform them into pleasant RGB images, suitable for the human eyes, using their integrated Image Signal Processor (ISP).
1 code implementation • 17 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.)
no code implementations • 17 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.
1 code implementation • 17 Oct 2022 • Furkan Kınlı, Sami Menteş, Barış Özcan, Furkan Kıraç, Radu Timofte, Yi Zuo, Zitao Wang, Xiaowen Zhang, Yu Zhu, Chenghua Li, Cong Leng, Jian Cheng, Shuai Liu, Chaoyu Feng, Furui Bai, Xiaotao Wang, Lei Lei, Tianzhi Ma, Zihan Gao, Wenxin He, Woon-Ha Yeo, Wang-Taek Oh, Young-Il Kim, Han-Cheol Ryu, Gang He, Shaoyi Long, S. M. A. Sharif, Rizwan Ali Naqvi, Sungjun Kim, Guisik Kim, Seohyeon Lee, Sabari Nathan, Priya Kansal
This paper introduces the methods and the results of AIM 2022 challenge on Instagram Filter Removal.
1 code implementation • 15 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.
1 code implementation • 11 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.
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.
1 code implementation • 9 Jul 2020 • Furkan Kınlı, Barış Özcan, Furkan Kıraç
\keywords{image inpainting, fashion image understanding, dilated convolutions, partial convolutions
1 code implementation • 8 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.
1 code implementation • 26 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.
Ranked #1 on Image Retrieval on DeepFashion