MambaPupil: Bidirectional Selective Recurrent model for Event-based Eye tracking

doi:doi:10.57702/ksum2cee

MambaPupil: Bidirectional Selective Recurrent model for Event-based Eye tracking

Event-based eye tracking has shown great promise with the high temporal resolution and low redundancy provided by the event camera. However, the diversity and abruptness of eye movement patterns, including blinking, fixating, saccades, and smooth pursuit, pose significant challenges for eye localization.

BibTex:

@dataset{Zhong_Wang_and_Zengyu_Wan_and_Han_Han_and_Bohao_Liao_and_Yuliang_Wu_and_Wei_Zhai_and_Yang_Cao_and_Zheng-jun_Zha_2024,
    abstract = {Event-based eye tracking has shown great promise with the high temporal resolution and low redundancy provided by the event camera. However, the diversity and abruptness of eye movement patterns, including blinking, fixating, saccades, and smooth pursuit, pose significant challenges for eye localization.},
    author = {Zhong Wang and Zengyu Wan and Han Han and Bohao Liao and Yuliang Wu and Wei Zhai and Yang Cao and Zheng-jun Zha},
    doi = {10.57702/ksum2cee},
    institution = {No Organization},
    keyword = {'Blinking', 'Event camera', 'Event-based eye tracking', 'Eye movement patterns', 'Fixating', 'Saccades', 'Smooth pursuit'},
    month = {dec},
    publisher = {TIB},
    title = {MambaPupil: Bidirectional Selective Recurrent model for Event-based Eye tracking},
    url = {https://service.tib.eu/ldmservice/dataset/mambapupil--bidirectional-selective-recurrent-model-for-event-based-eye-tracking},
    year = {2024}
}