{"doi":"10.1109/cvpr.2017.472","title":"Fully Convolutional Instance-Aware Semantic Segmentation","abstract":"We present the first fully convolutional end-to-end solution for instance-aware semantic segmentation task. It inherits all the merits of FCNs for semantic segmentation [29] and instance mask proposal [5]. It performs instance mask prediction and classification jointly. The underlying convolutional representation is fully shared between the two sub-tasks, as well as between all regions of interest. The network architecture is highly integrated and efficient. It achieves state-of-the-art performance in both accuracy and efficiency. It wins the COCO 2016 segmentation competition by a large margin. Code would be released at https://github.com/daijifeng001/TA-FCN.","journal":"2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)","year":2017,"id":10036,"datarank":1.054495936755958,"base_score":7.029972911706386,"endowment":7.029972911706386,"self_citation_contribution":1.054495936755958,"citation_network_contribution":0.0,"self_endowment_contribution":1.054495936755958,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":1129,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.0627,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2017-07-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":85572,"name":"Haozhi Qi","orcid":null,"position":1,"is_corresponding":false},{"id":68497,"name":"Jifeng Dai","orcid":"0000-0002-6785-0785","position":2,"is_corresponding":false},{"id":85573,"name":"Xiangyang Ji","orcid":"0000-0002-7333-9975","position":3,"is_corresponding":false},{"id":68498,"name":"Yichen Wei","orcid":"0009-0003-4327-8459","position":4,"is_corresponding":false},{"id":85571,"name":"Yi Li","orcid":"0000-0003-0152-6605","position":0,"is_corresponding":true}],"reference_count":43,"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,"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":[]}