{"doi":"10.1101/2021.05.07.443176","title":"A Mean Shift Algorithm for Drift Correction in Localization Microscopy","abstract":"Abstract Single molecule localization microscopy (SMLM) techniques transcend the diffraction limit of visible light by localizing isolated emitters sampled stochastically. This time-lapse imaging necessitates long acquisition times, over which sample drift can become large relative to the localization precision. Here we present a novel, efficient, and robust method for estimating drift using a simple peak-finding algorithm based on mean shifts that is effective for SMLM in 2 or 3 dimensions.","journal":"bioRxiv (Cold Spring Harbor Laboratory)","year":2021,"id":216710,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":4,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9515,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2021-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":525777,"name":"Thomas R. Shaw","orcid":"0000-0002-1619-2401","position":1,"is_corresponding":false},{"id":701164,"name":"Sumin Kim","orcid":"0000-0002-7388-819X","position":2,"is_corresponding":false},{"id":707087,"name":"Ryan A Bogucki","orcid":null,"position":3,"is_corresponding":false},{"id":292925,"name":"Sarah L. Veatch","orcid":"0000-0002-9317-2308","position":4,"is_corresponding":false},{"id":706500,"name":"F. Fazekas","orcid":"0000-0003-3832-4660","position":0,"is_corresponding":true}],"reference_count":23,"raw_metadata":null,"created_at":"2026-07-18T23:53:15.868165Z","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,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}