{"id":"https://openalex.org/W4200244437","doi":"https://doi.org/10.1145/3487075.3487120","title":"Object Tracking Algorithm Based on Channel-interconnection-spatial Attention Mechanism and Siamese Region Proposal Network","display_name":"Object Tracking Algorithm Based on Channel-interconnection-spatial Attention Mechanism and Siamese Region Proposal Network","publication_year":2021,"publication_date":"2021-10-19","ids":{"openalex":"https://openalex.org/W4200244437","doi":"https://doi.org/10.1145/3487075.3487120"},"language":"en","primary_location":{"id":"doi:10.1145/3487075.3487120","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3487075.3487120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Computer Science and Application Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5103091042","display_name":"Junchang Zhang","orcid":"https://orcid.org/0000-0003-0371-6154"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junchang Zhang","raw_affiliation_strings":["School of electronics and information, Northwestern Polytechnical University, China"],"affiliations":[{"raw_affiliation_string":"School of electronics and information, Northwestern Polytechnical University, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080138923","display_name":"Siqi Lei","orcid":"https://orcid.org/0009-0002-6196-0913"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siqi Lei","raw_affiliation_strings":["School of electronics and information, Northwestern Polytechnical University, China"],"affiliations":[{"raw_affiliation_string":"School of electronics and information, Northwestern Polytechnical University, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103091042"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16619281,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9639000296592712,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/computer-science","display_name":"Computer science","score":0.7626575231552124},{"id":"https://openalex.org/keywords/interconnection","display_name":"Interconnection","score":0.7084861993789673},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6685445308685303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6170295476913452},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5536855459213257},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.541972815990448},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.5395687222480774},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5026240348815918},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4967377781867981},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4899956285953522},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4796372056007385},{"id":"https://openalex.org/keywords/backbone-network","display_name":"Backbone network","score":0.4630899727344513},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4152718782424927},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.39355960488319397},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3855436444282532},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06957364082336426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7626575231552124},{"id":"https://openalex.org/C123745756","wikidata":"https://www.wikidata.org/wiki/Q1665949","display_name":"Interconnection","level":2,"score":0.7084861993789673},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6685445308685303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6170295476913452},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5536855459213257},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.541972815990448},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.5395687222480774},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5026240348815918},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4967377781867981},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4899956285953522},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4796372056007385},{"id":"https://openalex.org/C88796919","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Backbone network","level":2,"score":0.4630899727344513},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4152718782424927},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.39355960488319397},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3855436444282532},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06957364082336426},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3487075.3487120","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3487075.3487120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Computer Science and Application Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5799999833106995,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1857884451","https://openalex.org/W2089961441","https://openalex.org/W2518013266","https://openalex.org/W2557641257","https://openalex.org/W2799058067","https://openalex.org/W2886910176","https://openalex.org/W2913466142","https://openalex.org/W2955058313","https://openalex.org/W2956216476","https://openalex.org/W2963227409","https://openalex.org/W2963534981","https://openalex.org/W2988310840","https://openalex.org/W6679027886"],"related_works":["https://openalex.org/W2385949326","https://openalex.org/W2534746541","https://openalex.org/W2789220062","https://openalex.org/W2422898642","https://openalex.org/W4307010368","https://openalex.org/W2820058250","https://openalex.org/W2040965325","https://openalex.org/W2352586926","https://openalex.org/W3177406559","https://openalex.org/W2736053408"],"abstract_inverted_index":{"The":[0,167],"target":[1,29,186],"tracking":[2,18,30,60,82,93,155],"algorithm":[3,61,77,83,174],"based":[4,32],"on":[5,33,157],"the":[6,13,22,34,69,76,102,113,121,127,130,145,152,158,172,194],"Siamese":[7,35,92],"network":[8,36,99,104],"has":[9],"become":[10],"one":[11],"of":[12,21,24,75,126],"most":[14],"mainstream":[15],"and":[16,26,50,72,123,136,143,154,161,163,178,191],"best":[17],"algorithms":[19,31],"because":[20],"balance":[23],"accuracy":[25],"speed.":[27],"However,":[28],"are":[37],"affected":[38],"by":[39],"factors":[40,52],"such":[41,184],"as":[42,101,185],"occlusion,":[43],"illumination":[44],"changes,":[45,47,188],"motion":[46],"size":[48],"changes":[49],"other":[51],"in":[53,78],"natural":[54],"scenes,":[55,80],"making":[56],"designing":[57],"a":[58,62,81,91,96],"robust":[59,177],"challenging":[63],"task.":[64],"In":[65],"order":[66],"to":[67,107,119,138,150,181],"improve":[68],"feature":[70,109],"extraction":[71,110],"discrimination":[73,124],"capabilities":[74,125],"complex":[79,182],"combining":[84],"channel-interconnection-spatial":[85,114],"attention":[86,115],"mechanism":[87],"was":[88,105,117],"proposed.":[89],"First":[90],"framework":[94],"with":[95],"deep":[97],"convolutional":[98],"ResNet-50":[100],"backbone":[103],"built":[106],"enhance":[108,120],"capabilities,":[111],"then":[112,129],"module":[116],"integrated":[118],"adaptability":[122],"model,":[128],"multi-layer":[131],"response":[132],"maps":[133],"were":[134,148,165],"weighted":[135],"fused":[137],"make":[139],"results":[140,169],"more":[141,176],"accurate,":[142],"finally":[144],"largescale":[146],"datasets":[147],"used":[149],"train":[151],"network,":[153],"tests":[156],"benchmark":[159],"OTB-2015":[160],"VOT2016":[162],"VOT2018":[164],"completed.":[166],"experimental":[168],"show":[170],"that":[171],"proposed":[173],"is":[175],"better":[179],"adapt":[180],"scenes":[183],"appearance":[187],"similar":[189],"distractors,":[190],"occlusion":[192],"than":[193],"current":[195],"mainstream.":[196]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
