{"id":"https://openalex.org/W4406610350","doi":"https://doi.org/10.1109/tip.2025.3529379","title":"Large Generative Model Impulsed Lightweight Gaze Estimator via Deformable Approximate Large Kernel Pursuit","display_name":"Large Generative Model Impulsed Lightweight Gaze Estimator via Deformable Approximate Large Kernel Pursuit","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406610350","doi":"https://doi.org/10.1109/tip.2025.3529379","pmid":"https://pubmed.ncbi.nlm.nih.gov/40031234"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2025.3529379","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2025.3529379","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066592421","display_name":"Xuanhong Chen","orcid":"https://orcid.org/0000-0002-1072-6804"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuanhong Chen","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-1072-6804","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073934340","display_name":"Muchun Chen","orcid":"https://orcid.org/0000-0001-6002-0407"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muchun Chen","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001374602","display_name":"Yugang Chen","orcid":"https://orcid.org/0000-0002-1383-0391"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yugang Chen","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109741948","display_name":"Yinxin Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinxin Lin","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0005-6946-7957","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bilian Ke","orcid":"https://orcid.org/0000-0002-4290-4089"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I2800570007","display_name":"Renji Hospital","ror":"https://ror.org/03ypbx660","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2800570007"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bilian Ke","raw_affiliation_strings":["Department of Ophthalmology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-4290-4089","affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I2800570007","https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014362734","display_name":"Bingbing Ni","orcid":"https://orcid.org/0000-0001-7339-028X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingbing Ni","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-7339-028X","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5066592421"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":10.0071,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.97768846,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"34","issue":null,"first_page":"1149","last_page":"1162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.708193838596344},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6131001710891724},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5959553718566895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5833537578582764},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49007856845855713},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.4348142147064209},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.42708051204681396},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3619460165500641},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.3536721169948578},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3516499698162079},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14608797430992126}],"concepts":[{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.708193838596344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6131001710891724},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5959553718566895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5833537578582764},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49007856845855713},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.4348142147064209},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.42708051204681396},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3619460165500641},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3536721169948578},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3516499698162079},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14608797430992126},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2025.3529379","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2025.3529379","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:40031234","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40031234","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.6100000143051147,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1840594066","display_name":null,"funder_award_id":"82371092","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3107428428","display_name":null,"funder_award_id":"2024YFC2510802","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":86,"referenced_works":["https://openalex.org/W1769933788","https://openalex.org/W1821462560","https://openalex.org/W1865786998","https://openalex.org/W1968080309","https://openalex.org/W1995694455","https://openalex.org/W2001252859","https://openalex.org/W2027879843","https://openalex.org/W2042906110","https://openalex.org/W2059916030","https://openalex.org/W2112547031","https://openalex.org/W2121176047","https://openalex.org/W2129053638","https://openalex.org/W2136773441","https://openalex.org/W2147800946","https://openalex.org/W2158363907","https://openalex.org/W2166053089","https://openalex.org/W2194775991","https://openalex.org/W2279098554","https://openalex.org/W2299591120","https://openalex.org/W2468114283","https://openalex.org/W2508756538","https://openalex.org/W2557669140","https://openalex.org/W2601564443","https://openalex.org/W2611631463","https://openalex.org/W2752782242","https://openalex.org/W2765629358","https://openalex.org/W2809624076","https://openalex.org/W2884561390","https://openalex.org/W2895535699","https://openalex.org/W2897890508","https://openalex.org/W2921627265","https://openalex.org/W2963125010","https://openalex.org/W2963148766","https://openalex.org/W2963163009","https://openalex.org/W2963839617","https://openalex.org/W2966926453","https://openalex.org/W2982083293","https://openalex.org/W2986102820","https://openalex.org/W2987706603","https://openalex.org/W2997355859","https://openalex.org/W2998355285","https://openalex.org/W3015550654","https://openalex.org/W3023427029","https://openalex.org/W3034548728","https://openalex.org/W3096147990","https://openalex.org/W3108889257","https://openalex.org/W3131500599","https://openalex.org/W3136078915","https://openalex.org/W3138516171","https://openalex.org/W3154709029","https://openalex.org/W3157282359","https://openalex.org/W3163193160","https://openalex.org/W3181544371","https://openalex.org/W3204887624","https://openalex.org/W3207040391","https://openalex.org/W4221078550","https://openalex.org/W4221153079","https://openalex.org/W4225672218","https://openalex.org/W4226334005","https://openalex.org/W4287685437","https://openalex.org/W4288085968","https://openalex.org/W4292787489","https://openalex.org/W4292827939","https://openalex.org/W4297775537","https://openalex.org/W4308222538","https://openalex.org/W4312933868","https://openalex.org/W4312996499","https://openalex.org/W4366558219","https://openalex.org/W4385245566","https://openalex.org/W4385801423","https://openalex.org/W4386075862","https://openalex.org/W4386076438","https://openalex.org/W4388692601","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6695314431","https://openalex.org/W6737664043","https://openalex.org/W6753069482","https://openalex.org/W6766978945","https://openalex.org/W6777044420","https://openalex.org/W6778946027","https://openalex.org/W6781592564","https://openalex.org/W6781743626","https://openalex.org/W6793618465","https://openalex.org/W6798425921","https://openalex.org/W6810529745"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4391584540","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4395044357","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W2087346071","https://openalex.org/W2967848559"],"abstract_inverted_index":{"Efficient":[0],"and":[1,26,95,178,186],"highly":[2,96],"accurate":[3],"lightweight":[4,74,160],"gaze":[5,32,115,161,168],"estimation":[6,33,169],"method":[7],"has":[8],"been":[9],"receiving":[10],"increasing":[11],"research":[12],"attention":[13],"due":[14],"to":[15,90,138],"the":[16,67,87,107,111,114,146,172],"emergence":[17],"of":[18,113,150,174,183],"mobile":[19,24,45],"interactive":[20],"platforms":[21],"such":[22],"as":[23,125],"device":[25],"AR/VR.":[27],"State-of-the-art":[28],"deep":[29],"learning":[30],"based":[31],"models":[34],"suffer":[35],"from":[36],"either":[37],"heavy":[38],"computational":[39,104],"architecture":[40],"which":[41,51,83,123],"is":[42],"infeasible":[43],"for":[44],"deployment":[46],"or":[47,60],"limited":[48],"generalization":[49,148],"capability":[50,149],"cannot":[52],"deal":[53],"with":[54,101,165],"large":[55,81,132,151],"diversity":[56],"in":[57,181],"eye":[58,93,141],"texture":[59],"distinguish":[61],"subtle/frequent":[62],"pupil":[63],"movement.":[64],"To":[65],"mitigate":[66],"above":[68],"challenges,":[69],"we":[70,109],"propose":[71],"a":[72,78,118,126,131],"novel":[73],"network":[75],"structure":[76],"featuring":[77],"deformable":[79],"approximate":[80],"kernel":[82],"can":[84],"effectively":[85],"extend":[86],"receptive":[88],"field":[89],"handle":[91],"complicated":[92],"movement":[94],"varying":[97],"eye/gaze":[98],"region":[99],"appearance":[100],"very":[102],"tight":[103],"budget.":[105],"In":[106,143],"meantime,":[108],"embed":[110],"training":[112,179],"estimator":[116],"into":[117,158],"control":[119],"information":[120],"extraction":[121],"module,":[122],"serves":[124],"gaze-parameter":[127],"input":[128],"that":[129],"modularizes":[130],"generative":[133,152],"model":[134,153,177,187],"(Stable":[135],"Diffusion":[136],"V1.5)":[137],"output":[139],"gaze-specific":[140],"images.":[142],"this":[144],"way,":[145],"great":[147],"could":[154],"be":[155],"implicitly":[156],"distilled/pursued":[157],"our":[159,175],"model.":[162],"Extensive":[163],"comparisons":[164],"various":[166],"state-of-the-art":[167],"methods":[170],"demonstrate":[171],"superiority":[173],"proposed":[176],"scheme":[180],"terms":[182],"both":[184],"accuracy":[185],"complexity.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
