2 citations · 4 across the 4 of their papers we have counts for
7 papers · 1 filter
Modeling the Lighting in Scenes as Style for Auto White-Balance Correction
Furkan Kınlı, Doğa Yılmaz, Barış Özcan +1
Style may refer to different concepts (e.g. painting style, hairstyle, texture, color, filter, etc.) depending on how the feature space is formed. In this work, we propose a novel…
Reversing Image Signal Processors by Reverse Style Transferring
Furkan Kınlı, Barış Özcan, Furkan Kıraç
RAW image datasets are more suitable than the standard RGB image datasets for the ill-posed inverse problems in low-level vision, but not common in the literature. There are also a…
Patch-wise Contrastive Style Learning for Instagram Filter Removal
Furkan Kınlı, Barış Özcan, Furkan Kıraç
Image-level corruptions and perturbations degrade the performance of CNNs on different downstream vision tasks. Social media filters are one of the most common resources of various…
Instagram Filter Removal on Fashionable Images
Furkan Kınlı, Barış Özcan, Furkan Kıraç
Social media images are generally transformed by filtering to obtain aesthetically more pleasing appearances. However, CNNs generally fail to interpret both the image and its filte…
A Benchmark for Inpainting of Clothing Images with Irregular Holes
Furkan Kınlı, Barış Özcan, Furkan Kıraç
Fashion image understanding is an active research field with a large number of practical applications for the industry. Despite its practical impacts on intelligent fashion analysi…
Quaternion Capsule Networks
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. In the view of this property, Capsule Networks outp…