Application of hidden Markov models to eye tracking data analysis of visual quality inspection operations

BH Ulutas, NF Özkan, R Michalski - Central European Journal of …, 2020 - Springer
Visual inspection is used in many areas due to the potential high costs of inspection error
such as injury, fatality, loss of expensive equipment, scrapped items, rework, or failure to …

Towards tacit knowledge mining within context: Visual cognitive graph model and eye movement image interpretation

W Yu, D Jin, W Cai, F Zhao, X Zhang - Computer Methods and Programs in …, 2022 - Elsevier
Visual attention is one of the most important brain cognitive functions, which filters the rich
information of the outside world to ensure the efficient operation of limited cognitive …

Modeling human thinking about similarities by neuromatrices in the perspective of fuzzy logic

J Grobelny, R Michalski, GW Weber - Neural Computing and Applications, 2021 - Springer
In this work, we propose a new method for modeling human reasoning about objects'
similarities. We assume that similarity depends on perceived intensities of objects' attributes …

Gaze behaviour in basketball jump shot: Differences between expert and non-expert athletes

RCA Marques, RSM Mendes, FML Martins… - South African Journal for …, 2021 - ajol.info
The aim of this study was to compare the visual patterns of basketball players of two different
levels (Under-16 vs. Senior). Twenty athletes, 10 U16 (15.2±0.4 years and 7.1±2.5 years of …

[PDF][PDF] WOR

R Michalski, J Grobelny - worms.pwr.edu.pl
Various versions of a typical control panels are experimentally analyzed both from the
effectiveness and efficiency point of view. The stimuli differed in objects' locations within a …

Investigation of cognitive strain during visual inspection of cutting tools

N Ilhan, NF Ozkan - Le travail humain, 2022 - shs.cairn.info
Agdas, D., Rice, JA, Martinez, JR, & Lasa, IR (2015). Comparison of visual inspection and
structural-health monitoring as bridge condition assessment methods. Journal of …

Investigating human visual behavior by hidden markov models in the design of marketing information

J Grobelny, R Michalski - Advances in Human Factors and Simulation …, 2020 - Springer
The research demonstrates the use of hidden Markov models (HMMs) in analyzing fixation
data recorded by an eye-tracker. The visual activity was registered while performing …

Wpływ struktury graficznej prostych ulotek reklamowych na preferencje potencjalnych klientów–badanie okulograficzne

R Michalski, A Ogar - Zeszyty Naukowe Politechniki Poznańskiej …, 2020 - yadda.icm.edu.pl
Zagadnienie sposobu projektowania przekazu marketingowego jest niezwykle ważne
zarówno dla teoretyków, jak i dla praktyków zarządzania. Projekty charakteryzujące się …

Mining tacit knowledge of pilots in flight missions based on visual cognitive graph

D Jin - Authorea Preprints, 2023 - techrxiv.org
As a highly dynamic operating process, flight activity requires a lot of attention from pilots.
Thus, it's quite imperative to give research to their visual attention. Traditional research …

Hidden Markov models for visual processing of marketing leaflets

J Grobelny, R Michalski - Advances in Simulation and Digital Human …, 2021 - Springer
The study shows the application of hidden Markov models (HMMs) for the analysis of eye
ball movement fixations. The registered visual activity concerns pairwise comparisons of …