Efficient Crowd Counting via Dual Knowledge Distillation

Most researchers focus on designing accurate crowd counting models with heavy parameters and computations but ignore the resource burden during the model deployment. A real-world scenario demands an efficient counting model with low-latency and high-performance. Knowledge distillation provides an el...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - PP(2023) vom: 21. Dez.
Auteur principal: Wang, Rui (Auteur)
Autres auteurs: Hao, Yixue, Hu, Long, Li, Xianzhi, Chen, Min, Miao, Yiming, Humar, Iztok
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article