{"id":"W4415098792","doi":"10.1109/iccv51701.2025.01083","title":"V2M4: 4D Mesh Animation Reconstruction from a Single Monocular Video","year":2025,"lang":"en","type":"article","venue":"","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Animation; Mesh generation; T-vertices; Polygon mesh; Computer animation; Texture mapping; Texture synthesis; Ray casting; Morphing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004386715,0.00007080416,0.0001026487,0.00009539811,0.00004520139,0.00005698831,0.00004519734,0.00005352826,0.0001742683],"category_scores_gemma":[0.00001338678,0.0000709513,0.00005736546,0.0001731591,0.000008055406,0.00009617773,0.00000817866,0.00005459743,0.00003522162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000489299,"about_ca_system_score_gemma":0.000006544055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001763306,"about_ca_topic_score_gemma":0.00007168421,"domain_scores_codex":[0.999597,0.000008931786,0.0001453786,0.0001122764,0.00005346975,0.00008290513],"domain_scores_gemma":[0.9997995,0.00001701516,0.0000106718,0.0001286896,0.00002439297,0.00001970255],"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":[0.000003203661,0.00002431093,0.000915841,0.00003482798,0.0002951396,0.000001450487,0.00014113,0.2185847,0.04323231,0.0004292029,0.002443107,0.7338948],"study_design_scores_gemma":[0.00009099596,0.000003171031,0.00007211533,0.00002971866,0.00004539288,4.071169e-7,0.00006606933,0.9815709,0.0156418,0.002096844,0.0003074638,0.0000751082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1901695,0.0002190012,0.7960586,0.0001004357,0.0001556972,0.00002692557,0.000002448455,0.0003424101,0.012925],"genre_scores_gemma":[0.9830097,0.00002606602,0.01644334,0.00004114408,0.00003964552,0.000004720017,0.00001559568,0.000008067304,0.000411733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7928402,"threshold_uncertainty_score":0.289331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008353268478435545,"score_gpt":0.195348942703212,"score_spread":0.1869956742247764,"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."}}