Automatic brain segmentation method based on supervoxels
Martin Tamajka, Wanda Benesova Faculty of Informatics and Information technologies, Slovak University of Technology in Bratislava, Ilkovicova 2, 842 16 Bratislava 4, Slovakia ; In this work, we...
View ArticleExploring Visual Attention and Saliency Modeling for Task-Based Visual Analysis
Patrik Polatsek, Manuela Waldner, Ivan Viola, Peter Kapec, Wanda Benesova Abstract. Memory, visual attention and perception play a critical role in the design of visualizations. The way users observe a...
View ArticleComputational Models of Shape Saliency
Patrik Polatsek, Marek Jakab, Wanda Benesova, Matej Kužma Abstract. Computational models predicting stimulus-driven human visual attention usually incorporate simple visual features, such as intensity,...
View ArticleThe effect of emotions on visual attention and visual search
Patrik Polatsek Abstract. The aim of this study was to investigate the influence of inducted emotions on visual attention and visual search performance. While researches have already examined the...
View ArticleColor Saliency
Abstract. TBD colorSal dataset contains images and fixation data from this eye-tracking experiment. download: TBD Please cite this paper if you use the dataset: TBD
View ArticlePictorial and Real Stereoscopic Depth Saliency
Abstract. TBD depthSal dataset contains fixation data from eye-tracking experiments with pictorial depth and real stereoscopic depth in a natural environment. download: TBD Please cite this paper if...
View ArticleAutomatic Music Transcription using WaveNet
https://vgg.fiit.stuba.sk/people/martak/amt-wavenet/
View ArticleSegmentation of anatomical organs in medical data – Master’s Thesis : Bc....
Download: Master’s Thesis – Bc. Martin Tamajka: Segmentation of anatomical organs in medical data Annotation: 2016, May Medical image segmentation is an important part of medical practice. Primarily...
View ArticleMODELLING OF HUMAN VISUAL ATTENTION (Ing. Patrik Polatsek – Dissertation thesis)
Slovak University of Technology Bratislava, FACULTY OF INFORMATICS AND INFORMATION TECHNOLOGIES MODELLING OF HUMAN VISUAL ATTENTION Degree Course: Applied Informatics Author: Ing. Patrik Polatsek...
View ArticleExplainable 3D convolutional neural network using GMM encoding
Abstract: The aim of this paper is to propose a novel method to explain, interpret, and support the decision-making process of deep Convolutional Neural Network (CNN). This is achieved by analyzing...
View ArticleFootball360 – Introducing a New Dataset for Camera Calibration in Sports Domain
Introduction The aim of this dataset is to aid the development and evaluation of computer vision algorithms, primarily the radial distortion correction algorithms, in the sports domain. This dataset...
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