HHF: Hashing-guided Hinge Function for Deep Hashing Retrieval

Deep hashing has shown promising performance in large-scale image retrieval. The hashing process utilizes Deep Neural Networks (DNNs) to embed images into compact continuous latent codes, then map them into binary codes by hashing function for efficient retrieval. Recent approaches perform metric lo...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on multimedia 2023-01, Vol.25, p.1-12
Hauptverfasser:	Xu, Chengyin, Chai, Zenghao, Xu, Zhengzhuo, Li, Hongjia, Zuo, Qiruyi, Yang, Lingyu, Yuan, Chun
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Binary codes Clusters Codes deep hash Feature extraction Image retrieval Measurement metric learning Quantization (signal) quantization learning Semantics Training
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!