1 citations · 1 across the 1 of their papers we have counts for
4 papers
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…
Fashion Image Retrieval with Capsule Networks
Furkan Kınlı, Barış Özcan, Furkan Kıraç
In this study, we investigate in-shop clothing retrieval performance of densely-connected Capsule Networks with dynamic routing. To achieve this, we propose Triplet-based design of…