{"id":"https://openalex.org/W7131400301","doi":"https://doi.org/10.48550/arxiv.2602.19874","title":"BigMaQ: A Big Macaque Motion and Animation Dataset Bridging Image and 3D Pose Representations","display_name":"BigMaQ: A Big Macaque Motion and Animation Dataset Bridging Image and 3D Pose Representations","publication_year":2026,"publication_date":"2026-02-23","ids":{"openalex":"https://openalex.org/W7131400301","doi":"https://doi.org/10.48550/arxiv.2602.19874"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2602.19874","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.19874","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2602.19874","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003538381","display_name":"Lucas Martini","orcid":"https://orcid.org/0000-0002-7445-0691"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Martini, Lucas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126722633","display_name":"Alexander Lappe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lappe, Alexander","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086214216","display_name":"Anna Bogn\u00e1r","orcid":"https://orcid.org/0009-0001-5953-8257"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bogn\u00e1r, Anna","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031559236","display_name":"Rufin Vogels","orcid":"https://orcid.org/0000-0002-8778-835X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vogels, Rufin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5126677760","display_name":"Martin A. Giese","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giese, Martin A.","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003538381"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.7384999990463257,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.7384999990463257,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11685","display_name":"Zebrafish Biomedical Research Applications","score":0.06109999865293503,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.045899998396635056,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.510699987411499},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.49470001459121704},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.4823000133037567},{"id":"https://openalex.org/keywords/animation","display_name":"Animation","score":0.454800009727478},{"id":"https://openalex.org/keywords/computer-animation","display_name":"Computer animation","score":0.3935999870300293},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.3889999985694885},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.38659998774528503},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.38029998540878296},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36970001459121704},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.3668999969959259}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7781999707221985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7692000269889832},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5943999886512756},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.510699987411499},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.49470001459121704},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.4823000133037567},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.454800009727478},{"id":"https://openalex.org/C69369342","wikidata":"https://www.wikidata.org/wiki/Q1401416","display_name":"Computer animation","level":3,"score":0.3935999870300293},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.3889999985694885},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.38659998774528503},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.38029998540878296},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36970001459121704},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.3668999969959259},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.3538999855518341},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3481999933719635},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.33649998903274536},{"id":"https://openalex.org/C83248878","wikidata":"https://www.wikidata.org/wiki/Q344000","display_name":"Active appearance model","level":3,"score":0.3149000108242035},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.3140000104904175},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.31119999289512634},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.3095000088214874},{"id":"https://openalex.org/C2778950215","wikidata":"https://www.wikidata.org/wiki/Q177601","display_name":"Macaque","level":2,"score":0.3057999908924103},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2980000078678131},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.29670000076293945},{"id":"https://openalex.org/C138591656","wikidata":"https://www.wikidata.org/wiki/Q5157538","display_name":"Computer facial animation","level":4,"score":0.2919999957084656},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.2890999913215637},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.2879999876022339},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.28369998931884766},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.28209999203681946},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.274399995803833},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.2685999870300293},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C77637269","wikidata":"https://www.wikidata.org/wiki/Q7002051","display_name":"Neural coding","level":2,"score":0.2581000030040741}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2602.19874","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.19874","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2602.19874","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.19874","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,245],"recognition":[1,27,159,225],"of":[2,34,76,102,222,235],"dynamic":[3,214],"and":[4,16,39,90,180,184,226,239,247],"social":[5,240],"behavior":[6,26],"in":[7,20,193,242],"animals":[8],"is":[9,201],"fundamental":[10],"for":[11,49,58],"advancing":[12],"ethology,":[13],"ecology,":[14],"medicine":[15],"neuroscience.":[17],"Recent":[18],"progress":[19],"deep":[21],"learning":[22,220],"has":[23,41],"enabled":[24],"automated":[25],"from":[28,177],"video,":[29],"yet":[30],"an":[31,157],"accurate":[32,142],"reconstruction":[33],"the":[35,74,85,151,208,219,233],"three-dimensional":[36],"(3D)":[37],"pose":[38,62,109,137,164,187,199],"shape":[40],"not":[42],"been":[43],"integrated":[44],"into":[45,218],"this":[46,81],"process.":[47],"Especially":[48],"non-human":[50,243],"primates,":[51],"mesh-based":[52],"tracking":[53,115,148],"efforts":[54],"lag":[55],"behind":[56],"those":[57],"other":[59],"species,":[60],"leaving":[61],"descriptions":[63,138],"restricted":[64],"to":[65,71,129,135,166,231],"sparse":[66],"keypoints":[67],"that":[68,139,161,211],"are":[69,140,249],"unable":[70],"fully":[72],"capture":[73],"richness":[75],"action":[77,158,224],"dynamics.":[78],"To":[79],"address":[80],"gap,":[82],"we":[83,117,154,189],"introduce":[84],"$\\textbf{Big":[86],"Ma}$ca$\\textbf{Q}$ue":[87],"3D":[88,108,215],"Motion":[89],"Animation":[91],"Dataset":[92],"($\\texttt{BigMaQ}$),":[93],"a":[94,124,228],"large-scale":[95],"dataset":[96,210],"comprising":[97],"more":[98,141],"than":[99,143],"750":[100],"scenes":[101],"interacting":[103],"rhesus":[104],"macaques":[105],"with":[106,183],"detailed":[107],"descriptions.":[110],"Extending":[111],"previous":[112,144],"surface-based":[113,146,163],"animal":[114,147,223],"methods,":[116],"construct":[118],"subject-specific":[119],"textured":[120],"avatars":[121],"by":[122],"adapting":[123],"high-quality":[125],"macaque":[126],"template":[127],"mesh":[128],"individual":[130,171],"monkeys.":[131,172],"This":[132],"allows":[133],"us":[134],"provide":[136],"state-of-the-art":[145],"methods.":[149],"From":[150],"original":[152],"dataset,":[153],"derive":[155],"BigMaQ500,":[156],"benchmark":[160],"links":[162],"vectors":[165],"single":[167],"frames":[168],"across":[169],"multiple":[170],"By":[173],"pairing":[174],"features":[175],"extracted":[176],"established":[178],"image":[179],"video":[181],"encoders":[182],"without":[185],"our":[186],"descriptors,":[188],"demonstrate":[190],"substantial":[191],"improvements":[192],"mean":[194],"average":[195],"precision":[196],"(mAP)":[197],"when":[198],"information":[200],"included.":[202],"With":[203],"these":[204],"contributions,":[205],"$\\texttt{BigMaQ}$":[206],"establishes":[207],"first":[209],"both":[212],"integrates":[213],"pose-shape":[216],"representations":[217],"task":[221],"provides":[227],"rich":[229],"resource":[230],"advance":[232],"study":[234],"visual":[236],"appearance,":[237],"posture,":[238],"interaction":[241],"primates.":[244],"code":[246],"data":[248],"publicly":[250],"available":[251],"at":[252],"https://martinivis.github.io/BigMaQ/":[253],".":[254]},"counts_by_year":[],"updated_date":"2026-02-26T06:34:08.959763","created_date":"2026-02-26T00:00:00"}