Year: 2019
Type: dissertation
Abstract: This final degree thesis tackles the task of One-Shot Video Object Segmentation, where multiple objects have to be separated from the background only having the ground truth masks for them in the very first frame. Their large pose and scale variations throughout the sequence, and the occlusions happening between them make this task very difficult to solve.\n\nFast Video Object Segmentation by Pixel-Wise Feature Comparison goes a step further, and besides achieving comparable results with state-of-the-art methods, it works one order of magnitude faster than them, or even two in some cases.
Author: Rafel Palliser Sans
Language: English
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W2981351464