3 accepted papers
Sketchformer is a novel transformer-based representation for encoding free-hand sketches input in a vector form, i.e. as a sequence of strokes. Sketchformer effectively addresses multiple tasks: sketch classification, sketch based image retrieval (SBIR), and the reconstruction and interpolation of s…
In video data analysis of dynamic scenes, temporal characteristics of moving objects play an important role in decision-making. However, the temporal consistency of typical features used for video interpretation is low due to the overlap of the spectra of informative video signal component and the s…
Image classification often require preprocessing and feature extraction steps that are directly related to the accuracy and speed of the whole task. In this paper we investigate color features extracted from low resolution images, assessing the influence of the resolution settings on the final class…