{"id":"W2560311620","doi":"10.1007/978-3-319-50835-1_22","title":"Optimizing Intersection-Over-Union in Deep Neural Networks for Image Segmentation","year":2016,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Advanced Neural Network Applications","field":"Computer Science","cited_by":903,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Softmax function; Artificial intelligence; Computer science; Segmentation; Intersection (aeronautics); Pattern recognition (psychology); Object (grammar); Image segmentation; Artificial neural network; Deep learning; Object detection; Deep neural networks; Pixel; Computer vision; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384282197705767,"score_gpt":0.2666441925100097,"score_spread":0.252801370532952,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}