52 citations · 113 across the 9 of their papers we have counts for
3 papers · 1 filter
Temporally stable video segmentation without video annotations
Aharon Azulay, Tavi Halperin, Orestis Vantzos +2
Temporally consistent dense video annotations are scarce and hard to collect. In contrast, image segmentation datasets (and pre-trained models) are ubiquitous, and easier to label…
Endless Loops: Detecting and Animating Periodic Patterns in Still Images
Tavi Halperin, Hanit Hakim, Orestis Vantzos +6
We present an algorithm for producing a seamless animated loop from a single image. The algorithm detects periodic structures, such as the windows of a building or the steps of a s…
Training Deep Networks with Structured Layers by Matrix Backpropagation
Catalin Ionescu, Orestis Vantzos, Cristian Sminchisescu
Deep neural network architectures have recently produced excellent results in a variety of areas in artificial intelligence and visual recognition, well surpassing traditional shal…