{"doi":"10.1109/tip.2003.819861","title":"Image quality assessment: from error visibility to structural similarity","abstract":"Objective methods for assessing perceptual image quality traditionally attempted to quantify the visibility of errors (differences) between a distorted image and a reference image using a variety of known properties of the human visual system. Under the assumption that human visual perception is highly adapted for extracting structural information from a scene, we introduce an alternative complementary framework for quality assessment based on the degradation of structural information. As a specific example of this concept, we develop a Structural Similarity Index and demonstrate its promise through a set of intuitive examples, as well as comparison to both subjective ratings and state-of-the-art objective methods on a database of images compressed with JPEG and JPEG2000.","journal":"IEEE Transactions on Image Processing","year":2004,"id":9535,"datarank":22.06493500886949,"base_score":10.917050175164489,"endowment":10.917050175164489,"self_citation_contribution":1.6375575262746735,"citation_network_contribution":20.427377482594817,"self_endowment_contribution":1.6375575262746735,"citer_contribution":20.427377482594817,"corpus_percentile":99.4,"corpus_rank":58,"citation_count":55107,"citer_count":178,"citers_with_citation_signal":178,"citers_with_endowment":178,"datacite_reuse_total":0,"is_dataset":false,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2004-04-01","authors":[{"id":79917,"name":"A.C. Bovik","orcid":null,"position":1,"is_corresponding":false},{"id":79918,"name":"H.R. Sheikh","orcid":null,"position":2,"is_corresponding":false},{"id":79919,"name":"E.P. Simoncelli","orcid":null,"position":3,"is_corresponding":false},{"id":79920,"name":"Alan C. Bovik","orcid":"0000-0001-6067-710X","position":4,"is_corresponding":false},{"id":79921,"name":"Hamid R. Sheikh","orcid":null,"position":5,"is_corresponding":false},{"id":79922,"name":"Eero P. Simoncelli","orcid":"0000-0002-1206-527X","position":6,"is_corresponding":false},{"id":79916,"name":"Zhou Wang","orcid":"0000-0003-4413-4441","position":0,"is_corresponding":true}],"reference_count":58,"raw_metadata":{"citation_network_status":"fetched"},"created_at":"2026-03-01T18:20:47.508186Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}