{"id":"W7000546920","doi":"","title":"Gradient Based Dominant Motion Estimation with Integral Projections for Real Time Video Stabilisation,","year":2004,"lang":"en","type":"other","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Motion estimation; Motion (physics); Image (mathematics); Software; Coprocessor; Image processing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003353335,0.0005839245,0.0004139371,0.0005914493,0.000177789,0.0006884975,0.0004039099,0.0003508544,0.003216929],"category_scores_gemma":[0.001222845,0.000250747,0.0002130102,0.000479651,0.000434517,0.000923522,0.0004478155,0.0005589664,0.00113084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278885,"about_ca_system_score_gemma":0.0002458214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007814722,"about_ca_topic_score_gemma":0.001616611,"domain_scores_codex":[0.9997488,0.00005209435,0.0000100887,0.00004845019,0.0001271743,0.0000134116],"domain_scores_gemma":[0.999818,0.00005676578,0.00002414493,0.00002837771,0.00005955507,0.0000130848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003388706,0.0000782029,0.0004732145,0.0002375637,0.00006043029,0.0001301148,0.0001310912,0.06911596,0.1894539,0.02930693,0.003701464,0.7069723],"study_design_scores_gemma":[0.00002498394,0.0001282557,0.0007982648,0.00002437867,0.00003141566,0.000334663,0.00002306022,0.9127841,0.0663844,0.00654951,0.01288427,0.00003269985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005597285,0.0004247247,0.9916082,0.00005239889,0.00004010671,0.00001760843,0.00001696244,0.0003719486,0.001870737],"genre_scores_gemma":[0.162234,0.0008152535,0.8261102,0.0000448404,0.000100831,0.00004484305,0.0001364027,0.0003157459,0.0101979],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003216929,"threshold_uncertainty_score":0.01076168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259378775768229,"score_gpt":0.2523012291200157,"score_spread":0.2397074413623335,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}