A Holistically-Guided Decoder for Deep Representation Learning With Applications to Semantic Segmentation and Object Detection

Both high-level and high-resolution feature representations are of great importance in various visual understanding tasks. To acquire high-resolution feature maps with high-level semantic information, one common strategy is to adopt dilated convolutions in the backbone networks to extract high-resol...

Description complète

Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 10 vom: 01. Okt., Seite 11390-11406
Auteur principal: Liu, Jianbo (Auteur)
Autres auteurs: He, Junjun, Zheng, Yuanjie, Yi, Shuai, Wang, Xiaogang, Li, Hongsheng
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article