{"id":"https://openalex.org/W2033117389","doi":"https://doi.org/10.1109/mmsp.2011.6093809","title":"Compression of VQM features for low bit-rate video quality monitoring","display_name":"Compression of VQM features for low bit-rate video quality monitoring","publication_year":2011,"publication_date":"2011-10-01","ids":{"openalex":"https://openalex.org/W2033117389","doi":"https://doi.org/10.1109/mmsp.2011.6093809","mag":"2033117389"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp.2011.6093809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2011.6093809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE 13th International Workshop on Multimedia Signal Processing","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/A5055201822","display_name":"Mina Makar","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mina Makar","raw_affiliation_strings":["Information Systems Laboratory, Stanford University, Stanford, CA, USA","Information Systems Laboratory Stanford University, Stanford, CA 94305, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems Laboratory, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Information Systems Laboratory Stanford University, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109229116","display_name":"Yao-Chung Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yao-Chung Lin","raw_affiliation_strings":["Information Systems Laboratory, Stanford University, Stanford, CA, USA","Information Systems Laboratory Stanford University, Stanford, CA 94305, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems Laboratory, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Information Systems Laboratory Stanford University, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101666068","display_name":"Andr\u00e9 Araujo","orcid":"https://orcid.org/0000-0002-4214-6185"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andre F. de Araujo","raw_affiliation_strings":["Information Systems Laboratory, Stanford University, Stanford, CA, USA","Information Systems Laboratory Stanford University, Stanford, CA 94305, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems Laboratory, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Information Systems Laboratory Stanford University, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004042863","display_name":"Bernd Girod","orcid":"https://orcid.org/0000-0001-6950-1020"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bernd Girod","raw_affiliation_strings":["Information Systems Laboratory, Stanford University, Stanford, CA, USA","Information Systems Laboratory Stanford University, Stanford, CA 94305, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems Laboratory, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Information Systems Laboratory Stanford University, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7851,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75014434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","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/T11165","display_name":"Image and Video Quality Assessment","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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9995999932289124,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8357620239257812},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.6449812650680542},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.639097273349762},{"id":"https://openalex.org/keywords/bit-rate","display_name":"Bit rate","score":0.578046977519989},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.522713303565979},{"id":"https://openalex.org/keywords/video-compression-picture-types","display_name":"Video compression picture types","score":0.4827501177787781},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4811176657676697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48072031140327454},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4665412902832031},{"id":"https://openalex.org/keywords/multiview-video-coding","display_name":"Multiview Video Coding","score":0.4655357897281647},{"id":"https://openalex.org/keywords/motion-compensation","display_name":"Motion compensation","score":0.4134935736656189},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.29150986671447754},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.22762688994407654},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.18057551980018616},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08723372220993042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8357620239257812},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.6449812650680542},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.639097273349762},{"id":"https://openalex.org/C2987812609","wikidata":"https://www.wikidata.org/wiki/Q194158","display_name":"Bit rate","level":2,"score":0.578046977519989},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.522713303565979},{"id":"https://openalex.org/C106030495","wikidata":"https://www.wikidata.org/wiki/Q1797012","display_name":"Video compression picture types","level":4,"score":0.4827501177787781},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4811176657676697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48072031140327454},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4665412902832031},{"id":"https://openalex.org/C23431618","wikidata":"https://www.wikidata.org/wiki/Q1404672","display_name":"Multiview Video Coding","level":4,"score":0.4655357897281647},{"id":"https://openalex.org/C128840427","wikidata":"https://www.wikidata.org/wiki/Q1302174","display_name":"Motion compensation","level":2,"score":0.4134935736656189},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.29150986671447754},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.22762688994407654},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.18057551980018616},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08723372220993042},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mmsp.2011.6093809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2011.6093809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE 13th International Workshop on Multimedia Signal Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.228.2797","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.228.2797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.stanford.edu/%7Ebgirod/pdfs/Makar_MMSP2011.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.740.2488","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.740.2488","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.stanford.edu/%7Emamakar/pub_files/MakarMMSP.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W241913030","https://openalex.org/W1525814768","https://openalex.org/W1563269774","https://openalex.org/W2029205800","https://openalex.org/W2039182392","https://openalex.org/W2083194509","https://openalex.org/W2087150052","https://openalex.org/W2099213070","https://openalex.org/W2125654704","https://openalex.org/W2128848033","https://openalex.org/W6671109154"],"related_works":["https://openalex.org/W2187171999","https://openalex.org/W2905230337","https://openalex.org/W2095192155","https://openalex.org/W3009101410","https://openalex.org/W2460761997","https://openalex.org/W37189869","https://openalex.org/W2032827369","https://openalex.org/W2099031831","https://openalex.org/W2047597695","https://openalex.org/W1889918572"],"abstract_inverted_index":{"Reduced":[0],"reference":[1],"video":[2,72,97,112],"quality":[3,15],"assessment":[4],"techniques":[5],"provide":[6],"a":[7,17,25],"practical":[8],"and":[9,107],"convenient":[10],"way":[11],"of":[12,16,53,82,94,109,124],"evaluating":[13],"the":[14,44,56,61,64,69,75,80,83,92,95,99,110,132],"processed":[18,96],"video.":[19,46],"In":[20,55],"this":[21],"paper,":[22],"we":[23,59],"propose":[24],"method":[26],"to":[27,37,43],"efficiently":[28],"compress":[29],"standardized":[30],"VQM":[31,85,134],"(Video":[32],"Quality":[33],"Model)":[34],"[1]":[35],"features":[36,65,73,93],"bit-rates":[38],"that":[39,117],"are":[40],"small":[41,129],"relative":[42],"transmitted":[45],"This":[47],"is":[48],"achieved":[49],"through":[50],"two":[51],"stages":[52],"compression.":[54],"first":[57],"stage,":[58],"remove":[60],"redundancy":[62],"in":[63,131],"by":[66],"only":[67],"transmitting":[68],"necessary":[70],"original":[71,111],"at":[74,98],"lowest":[76],"acceptable":[77],"resolution":[78],"for":[79,103],"calculation":[81],"final":[84,133],"value.":[86],"The":[87],"second":[88],"stage":[89],"involves":[90],"using":[91],"receiver":[100],"as":[101],"side-information":[102],"efficient":[104],"entropy":[105],"coding":[106],"reconstruction":[108],"features.":[113],"Experimental":[114],"results":[115],"demonstrate":[116],"our":[118],"approach":[119],"achieves":[120],"high":[121],"compression":[122],"ratios":[123],"more":[125],"than":[126],"30\u00d7":[127],"with":[128],"error":[130],"values.":[135]},"counts_by_year":[{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}