{"doi":"10.1145/3517031.3529634","title":"Calibration Error Prediction: Ensuring High-Quality Mobile Eye-Tracking","abstract":"Gaze calibration is common in traditional infrared oculographic eye tracking. However, it is not well studied in visible-light mobile/remote eye tracking. We developed a lightweight real-time gaze error estimator and analyzed calibration errors from two perspectives: facial feature-based and Monte Carlo-based. Both methods correlated with gaze estimation errors, but the Monte Carlo method associated more strongly. Facial feature associations with gaze error were interpretable, relating movements of the face to the visibility of the eye. We highlight the degradation of gaze estimation quality in a sample of children with autism spectrum disorder (as compared to typical adults), and note that calibration methods may improve Euclidean error by 10%.","journal":"Institutional Repository of Xi'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences (Xian Institute of Optics and Precision Mechanics)","year":2022,"id":299261,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":4,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9591,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2022-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":989694,"name":"JC Snider","orcid":null,"position":1,"is_corresponding":false},{"id":989087,"name":"Quan Wang","orcid":"0000-0001-5483-0243","position":2,"is_corresponding":false},{"id":486993,"name":"Sachin Mehta","orcid":"0000-0002-5420-4725","position":3,"is_corresponding":false},{"id":813032,"name":"Claire Foster","orcid":"0000-0002-2059-7137","position":4,"is_corresponding":false},{"id":813031,"name":"Erin Barney","orcid":"0000-0002-5743-8332","position":5,"is_corresponding":false},{"id":428152,"name":"Linda G. Shapiro","orcid":"0000-0002-9495-0968","position":6,"is_corresponding":false},{"id":228066,"name":"Pamela Ventola","orcid":"0000-0002-8062-0626","position":7,"is_corresponding":false},{"id":263479,"name":"Frederick Shic","orcid":"0000-0002-9040-1259","position":8,"is_corresponding":false},{"id":415669,"name":"Beibin Li","orcid":"0000-0002-4426-3449","position":0,"is_corresponding":true}],"reference_count":13,"raw_metadata":null,"created_at":"2026-07-19T00:31:44.904250Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}