{"paper":{"title":"Feature Enhancement Network: A Refined Scene Text Detector","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Canjie Luo, Lianwen Jin, Sheng Zhang, Yuliang Liu","submitted_at":"2017-11-12T08:12:54Z","abstract_excerpt":"In this paper, we propose a refined scene text detector with a \\textit{novel} Feature Enhancement Network (FEN) for Region Proposal and Text Detection Refinement. Retrospectively, both region proposal with \\textit{only} $3\\times 3$ sliding-window feature and text detection refinement with \\textit{single scale} high level feature are insufficient, especially for smaller scene text. Therefore, we design a new FEN network with \\textit{task-specific}, \\textit{low} and \\textit{high} level semantic features fusion to improve the performance of text detection. Besides, since \\textit{unitary} position"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1711.04249","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"}