no code implementations • ECCV 2020 • Oleksii Sidorov, Ronghang Hu, Marcus Rohrbach, Amanpreet Singh
Image descriptions can help visually impaired people to quickly understand the image content.
1 code implementation • 13 May 2019 • Oleksii Sidorov, Jon Yngve Hardeberg
We illustrate benefits from the graph representation and statistical features individually using novel Graph Neural Network and hand-crafted descriptors correspondingly.
1 code implementation • 1 Feb 2019 • Oleksii Sidorov, Congcong Wang, Faouzi Alaya Cheikh
In minimally invasive surgery, the use of tissue dissection tools causes smoke, which inevitably degrades the image quality.
1 code implementation • 1 Feb 2019 • Oleksii Sidorov, Jon Yngve Hardeberg
Deep learning algorithms have demonstrated state-of-the-art performance in various tasks of image restoration.
Ranked #1 on Hyperspectral Image Inpainting on Indian Pines
1 code implementation • 20 Nov 2018 • Oleksii Sidorov
Color Constancy is the ability of the human visual system to perceive colors unchanged independently of the illumination.
1 code implementation • 15 Nov 2018 • Oleksii Sidorov
Non-uniform and multi-illuminant color constancy are important tasks, the solution of which will allow to discard information about lighting conditions in the image.
1 code implementation • 9 Nov 2018 • Oleksii Sidorov
Despite numerous studies on understanding and predicting image memorability, there are almost no achievements in memorability modification.