PristupačnostNa FER-u postoji više zaposlenika s imenom
- Prikaži radove
- Izabrane publikacije
- Nastava
- Područja istraživanja
- Profesionalni interesi i članstva
- Osobni podaci
- Izabrani projekti
Globalno osvjetljavanje u stvarnom vremenu aproksimiranjem propagacije indirektnog svjetla
Template Matching in Images Using Segmented Normalized Cross-Correlation
Prediction of Pilot Performance During Startle Events Based on Neuropsychophysiological Features of Stress Resilience and Cognitive Task Scores
Raspoznavanje stresa na temelju analize videozapisa lica primjenom umjetnih neuronskih mreža
Proceduralno generiranje digitalne umjetnosti bazirane na fraktalima
Računalna igra u virtualnoj sceni za procjenu tipa osobnosti igrača
Raspoznavanje stresa na temelju analize fizioloških signala primjenom modela zasnovanih na stablima odluke
Koncept računalne igre sa simuliranom fiziološkom povratnom vezom temeljenom na generativnom suparničkom modelu
Simulacija autonomnog dostavnog drona primjenom planiranja putanje i podržanog učenja
Razvoj programskog agenta-igrača za računalnu igru primjenom podržanog učenja
Demonstracija koncepta praćenja fizioloških reakcija igrača na tijek igre
Enhancing Aviation Safety through AI-Driven Mental Health Management for Pilots and Air Traffic Controllers
Startle Effect Analysis Based on Multimodal Physiological Features in a Fighter Aircraft Simulator
Temporal Stability of Resting Respiratory Sinus Arrhythmia: Choosing the Quantification Method
An approach to prediction of mental resilience in fighter pilot selection
An approach to prediction of mental resilience in fighter pilot selection
Classification of cognitive load and emotional stress based on functional brain imaging techniques
Classification of Cognitive Load based on Oculometric Features
Mentalno zdravlje i umjetna inteligencija: Predikcija i prevencija mentalnih oboljenja
Prediction of Task Performance from Physiological Features of Stress Resilience
AI-based prediction and prevention of psychological and behavioral changes in ex-COVID-19 patients
Classification of Cognitive Load based on Neurophysiological Features from Functional Near-Infrared Spectroscopy and Electrocardiography Signals on n-back Task
Prediction of human performance based on psychophysiological features of resilience and machine learning
Artificial intelligence in prediction of mental health disorders induced by the COVID19 pandemic among health care workers
Air Traffic Control Competencies Measurements based on Functional Near-Infrared Spectroscopy
Impact of human disasters and COVID-19 pandemic on mental health: potential of digital psychiatry
Sustav za pohranu i pregled vremenskih serija kostura ljudskog tijela
New tools and methods in selection of air traffic controllers based on multimodal psychophysiological measurements
Primjena dinamičkih mrežnih stranica i 2D grafike u kognitivnom testiranju
Analysis of Dynamic Oculometric Features
Prefrontal cortex activation during cognitive task as a predictor of stress resilience: fMRI vs fNIRS study
Artificial intelligence in training and learning of complex cognitive skills
Stress resilience assessment based on physiological features in selection of air traffic controllers
Mrežni sustav za analizu interakcije korisnika s mišem i tipkovnicom
Računalne igre s biološkom povratnom vezom
Serious games for selection and training enhanced by multimodal psychophysiological measurements
Multidisciplinarna metrika za predviđanje rezilijentnosti za obavljanje stresnih poslova
Emotionally Based Strategic Communications in the Process of Societal Deradicalization
A system for head-neck rehabilitation exercises based on serious gaming and virtual reality
Resilience–related physiological features and allostasis during critical events in a job–specific serious game
National security and human resilience
Računalne igre kao upravljive komponente
Analysis of soldiers' cognitive performance during Stroop test: An fMRI study
National security and societal resilience
Čupić, Marko ; Mihajlović, Željka. Interaktivna računalna grafika kroz primjere u OpenGL-u
A convolutional neural network based approach to QRS detection
Interaktivni generator multimedijskih podražaja zasnovan na pokretačkom sustavu Unity
Multimodal analysis of startle type responses
Multidisciplinary metrics on individual and societal stress resilience
Programska potpora za analizu značajki fizioloških reakcija na emocionalne podražaje primjenom statističkih metoda i strojnog učenja
Affective reactions: What can be recorded?
Neural background of multimodal startle-type responses
Evaluacija preciznosti i točnosti praćenja značajki lica
Sustav za mjerenje motorike glave i vrata primjenom uređaja Oculus Rift
System for monitoring the impact of stressful computer game environment on human cognitive capabilities
Interactive scenario control in virtual environments
Metode strojnog učenja za analizu fMRI/DTI slika
Računalne igre za testiranje kognitivnih funkcija
Sustav za obradu i vizualizaciju fizioloških signala u stvarnom vremenu u računalno potpomognutoj psihoterapiji
Comparative analysis of emotion estimation methods based on physiological measurements for real-time applications
System for evaluation of cognitive performance under the emotional stressors
Extreme political attitudes and emotionally based strategic communications
Computer-aided psychoterapy based on multimodal elicitation, estimation and regulation of emotion
Multimodal paradigm for mental readiness training and PTSD prevention
Big data approach to assessment of soldier stress resilience
Multimedia stimuli databases usage patterns: a survey report
The concept for assessment of pilot mental readiness training
Virtual reality, artificial intelligence and psychotherapy
The importance of emotion analysis and emotion regulation in future warfare
Computer-aided psychotherapy based on multimodal elicitation, estimation and regulation of emotion
Estimation of Emotional States Enhanced by A Priori Knowledge
Techniques and software tools for enhancing video clips with personalized graphical content
Design and development of simulator for helicopter Mi-171Sh
Pain management by multimodal cognitive regulation
Extreme political attitudes and emotionally based strategic communications
Pilot fMRI neural activation patterns induced by professional military training
Emotionally based strategic communications and societal stress-related disorders
Interface providers in stroke neurorehabilitation
USPOREDBA VIŠEFAZNOG PROTOKA U OKOMITIM CIJEVIMA OBZIROM NA KVALITETU DEFINICIJE PVT SVOJSTAVA FLUIDA
Towards semantic and affective coupling in emotionally annotated databases
Multimodal paradigm for mental readiness training and PTSD prevention
Extreme political attitudes and Emotionally Based Strategic Communications
Mental stress resistance training
Virtual reality in personalized mental health medicine
Stress and learning
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation
Adaptive stimulation of emotional system based on virtual reality
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation
Nove tehnologije u prevenciji i terapiji PTSP-a: multimodalna regulacija emocija
Novel technologies in the prevention and therapy of PTSD: multimodal emotion regulation
Pilot fMRI study of deployment-ready and novice soldiers mental involvement to presentation of real-life combat videos
Extreme political attitudes and emotionally based strategic communications
Virtual reality adaptive stimulation in stress resistance training
Virtual reality adaptive stimulation of limbic networks in the mental readiness training
Physiology-driven adaptive virtual reality stimulation
Virtual reality adaptive stimulation of limbic structures in mental readiness training
Primjene prividne stvarnosti u psihoterapiji
Virtual reality adaptive stimulation of limbic networks in the mental readiness training
Interaktivno upravljanje sadržajem virtualne scene: nadzorno upravljački sustav
Interaktivno upravljanje sadržajem virtualne scene: Prikaz upravljane scene
Expert panel : future directions of technological advances in prevention, assessment, and treatment for military deployment mental health
Physiology-driven adaptive virtual reality stimulation for prevention and treatment of stress related disorders
Computer system for elicitation, estimation and control of emotional states
Stress inoculation training supported by physiology-driven adaptive virtual reality stimulation
Tagging multimedia stimuli with ontologies
Real-time emotional state estimator for adaptive virtual reality stimulation
Stress inoculation training supported by physiology-driven adaptive virtual reality stimulation
Stress inoculation training supported by physiology-driven adaptive virtual reality stimulation
Generator audio i vizualnih pobuda za psihoterapiju i psihološki trening
Interdisciplinary joint approach to suicide prevention of warfighters
Interdisciplinary Joint Approach to Suicide Prevention of Warfighters
Physiology-driven adaptive VR system : technology and rationale for PTSD treatment
Control of emotional characteristics of stimuli in virtual reality based psychotherapy
Trauma therapy: The nightmare machine. New Scientist Technology Blog interview with Siniša Popović.
Physiology-Driven Adaptive Control of Scenarios in VR Based Therapy of PTSD
Technological Challenges in the Use of Virtual Reality Exposure Therapy
Scenario self-adaptation in virtual reality exposure therapy for posttraumatic stress disorder
Optimal VR stimulation in functional assessment of whiplash injuries
Automated adaptation and efficient individualization of virtual environments in PTSD therapy
Psychophysiological Responses to Trauma-Related Stimuli in PTSD : Potential for Scenario Adaptation in VR Exposure Therapy
Psychophysiological Responses to Trauma-Related Stimuli in PTSD: Potential for Scenario Adaptation in VR Exposure Therapy
Scenario Self-Adaptation in Virtual Reality Exposure Therapy for Posttraumatic Stress Disorder
Adaptive control of VR scenarios in therapy of combat PTSD
Heavy Duty pakovanje kao mogućnost supstitucije drvene, metalne i plastične ambalaže
VR-Based Test for Functional Assessment of Whiplash Injuries
Application of novel technologies in assessment of whiplash injuries
VR Based Adaptive Stimulation in Estimation of Whiplash Injuries
Primjena tehnologija virtualne stvarnosti u terapiji PTSP bolesnika-veterana domovinskog rata
Neodlučivost kriptografskih protokola
- Gambiraža, M., Popović, S., Kurtak, M., Jovanovic, T., Norrholm, S., & Ćosić, K. (2025). Prediction of Pilot Performance During Startle Events Based on Neuropsychophysiological Features of Stress Resilience and Cognitive Task Scores. IEEE Access. https://doi.org/10.1109/ACCESS.2025.3594493
- Ćosić, K., Popović, S., & Wiederhold, B. K. (2024). Enhancing aviation safety through AI-driven mental health management for pilots and air traffic controllers. Cyberpsychology, Behavior, and Social Networking, 27(8), 588-598. https://doi.org/10.1089/cyber.2023.0737
- Ćosić, K., Popović, S., Šarlija, M., Kesedžić, I., Gambiraža, M., Dropuljić, B., ... & Jovanovic, T. (2021). AI-based prediction and prevention of psychological and behavioral changes in ex-COVID-19 patients. Frontiers in psychology, 12, 782866. https://doi.org/10.3389/fpsyg.2021.782866
- Šarlija, M., Popović, S., Jagodić, M., Jovanovic, T., Ivkovic, V., Zhang, Q., ... & Ćosić, K. (2021). Prediction of task performance from physiological features of stress resilience. IEEE Journal of Biomedical and Health Informatics, 25(6), 2150-2161. https://doi.org/10.1109/JBHI.2020.3041315
- Ćosić, K., Šarlija, M., Ivkovic, V., Zhang, Q., Strangman, G., & Popović, S. (2019). Stress resilience assessment based on physiological features in selection of air traffic controllers. IEEE Access, 7, 41989-42005. https://doi.org/10.1109/ACCESS.2019.2907479
- Mihajlovic, Z., Popovic, S., Brkic, K., & Cosic, K. (2018). A system for head-neck rehabilitation exercises based on serious gaming and virtual reality. Multimedia Tools and Applications, 77, 19113-19137. https://doi.org/10.1007/s11042-017-5328-z
- Mihajlović, Ž., Popović, S., & Ćosić, K. (2015). Interactive scenario control in virtual environments. International Journal of Computers and Applications, 37(2), 53-59. https://doi.org/10.1080/1206212X.2015.1079955
- Kukolja, D., Popović, S., Horvat, M., Kovač, B., & Ćosić, K. (2014). Comparative analysis of emotion estimation methods based on physiological measurements for real-time applications. International journal of human-computer studies, 72(10-11), 717-727. https://doi.org/10.1016/j.ijhcs.2014.05.006
- Ćosić, K., Popović, S., Kovač, B., Kukolja, D., Ivanec, D., & Jovanovic, T. (2014). System for evaluation of cognitive performance under the emotional stressors. In COGNITIVE 2014: The Sixth International Conference on Advanced Cognitive Technologies and Applications (pp. 239-245).
- Ćosić, K., Popović, S., Kovač, B., Horvat, M., Kukolja, D., Dropuljić, B., ... & Popović, B. (2012, November). The concept for assessment of pilot mental readiness training. In Proc. 54th Conference of the International Military Testing Association (IMTA) (pp. 55-66).
- Ćosić, K., Srbljinović, A., Popović, S., Kostović, I., Judaš, M., & Vukšić M. (2012). Extreme political attitudes and Emotionally Based Strategic Communications (EBSC). Journal of US-China Public Administration, 9(6), 637-653.
- Ćosić, K., Popović, S., Kukolja, D., Horvat, M., & Dropuljić, B. (2010). Physiology-driven adaptive virtual reality stimulation for prevention and treatment of stress related disorders. CyberPsychology, Behavior, and Social Networking, 13(1), 73-78. https://doi.org/10.1089/cyber.2009.026
- Kukolja, D., Popović, S., Dropuljić, B., Horvat, M., & Ćosić, K. (2009). Real-time emotional state estimator for adaptive virtual reality stimulation. In Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience: 5th International Conference, FAC 2009 Held as Part of HCI International 2009 San Diego, CA, USA, July 19-24, 2009 Proceedings 5 (pp. 175-184). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-02812-0_21
- Ćosić, K., Slamić, M., Popović, S., & Rac, Z. (2002). VR based adaptive stimulation in estimation of whiplash injuries. In Proc. 7th International Fall Workshop-Vison, Modeling and Visualization (pp. 35-42).
Nastava
Sveučilišni preddiplomski
- Interaktivni simulacijski sustavi (Nositelj, Nositelj)
- Interaktivni simulacijski sustavi (Nositelj)
- Projekt E (Predavanja)
- Projekt iz programske potpore (Predavanja)
- Projekt R (Predavanja)
- Završni rad (Predavanja)
- Završni rad (Predavanja)
- Interaktivna računalna grafika (Laboratorijske vježbe, Laboratorijske vježbe)
Sveučilišni diplomski
- Obrambeni sustavi i tehnologije (Nositelj, Nositelj)
- Diplomski projekt (Predavanja)
- Diplomski projekt (Predavanja)
- Diplomski rad (Predavanja)
- Diplomski rad (Predavanja)
- Mentorski seminar (Predavanja)
- Prezentacijski seminar (Predavanja)
Poslijediplomski doktorski
Kompetencije
-
Systems engineering and theory
Simulation Computer simulation Digital simulation -
Systems, man, and cybernetics
Emotion recognition Human computer interaction Affective computing -
Electronic design automation and methodology
Virtual reality
Profesionalni interesi i članstva
Osobni podaci
Izabrani projekti
- Enhanced Pilot Interfaces & Interactions for fighter Cockpit (EPIIC), European Defence Fund, 1.12.2022.-30.09.2026.
- Multidisciplinary metrics for soldier resilience prediction and training, NATO Science for Peace and Security Programme, 2016.-2019.
- Multimodalna elicitacija, estimacija i regulacija emocija u terapiji PTSP-a, Zaklada Adris, Program Znanje i otkrića, 2014.
- Adaptivno upravljanje scenarijima u VR terapiji PTSP-a, Ministarstvo znanosti, obrazovanja i sporta Republike Hrvatske, 2007.-2013.
- Multimodalna psihofiziološka mjerenja za unaprjeđenje procesa selekcije kontrolora zračnog prometa, Hrvatska kontrola zračne plovidbe, 2018., 2021.
- Sustav za estimaciju kognitivno-emocionalnih sposobnosti pilota, Poslovno-inovacijski centar Hrvatske – BICRO, 2011.
- Mjerenje psihofizioloških karakteristika pilota helikoptera Mi-171Sh, MORH, 2011.
- Simulator SIMIG 2000, MORH, 2005.-2007.
Informacija o otvorenoj poziciji doktorskog studenta na projektu EPIIC (očekuje se raspis natječaja u rujnu 2025.)
Laboratorij za interaktivne simulacijske sustave FER-a ima otvoreno radno mjesto doktoranda Hrvatske zaklade za znanost (HRZZ) na europskom istraživačko-razvojnom projektu “EPIIC - Enhanced Pilot Interfaces & Interactions for fighter Cockpit”. Ovaj projekt financira se iz Europskog obrambenog fonda (European Defence Fund) i provodi se u suradnji FER-a s vodećim europskim tvrtkama u području zrakoplovstva, kao što su Airbus, Saab, Thales, Dassault Aviation, Leonardo itd.
U okviru ovog projekta, izabrani kandidat radit će u Laboratoriju za interaktivne simulacijske sustave FER-a na istraživačkim temama koje se odnose na razvoj modela strojnog i dubokog učenja za predviđanje performansi pilota u stvarnom vremenu pri pojavi neočekivanih i nepredvidivih visokorizičnih situacija, radi aktiviranja odgovarajuće adaptivne potpore pilotu koja treba kompenzirati privremenu degradaciju sposobnosti za upravljanje avionom u uvjetima visokog rizika. Ovaj znanstveno-istraživački rad uključuje primjene računarstva u stvarnom vremenu, umjetne inteligencije i strojnog učenja, statističkih analiza, te razvoja softvera: C++, MATLAB i/ili Python, u kognitivnom zrakoplovstvu budućnosti. Potrebna eksperimentalna mjerenja radit će se na simulatoru leta aviona na Zavodu za zrakoplovno inženjerstvo Fakulteta strojarstva i brodogradnje kao partnerske institucije u projektu.
Za zapošljavanje na ovom radnom mjestu neophodno je imati: VSS/završen diplomski studij iz područja računarstva, a poželjna su iskustva u područjima koja su povezana s opisanom znanstveno-istraživačkom tematikom projekta.
Ovo radno mjesto podrazumijeva: ugovor o radu na određeno vrijeme u trajanju 6 godina, mjesečnu plaću sukladno zakonskim propisima za poziciju doktoranda HRZZ-a, godišnji odmor sukladno zakonskim propisima, te obvezu upisa doktorskog studija.
Svi visoko motivirani kandidati za ovo radno mjesto mogu svoj iskaz interesa i eventualne dodatne upite vezane uz navedeno radno mjesto dostaviti sa svojim životopisom na e-mailove: kresimir.cosic@fer.hr, sinisa.popovic@fer.hr.