Deep Constrained Siamese Hash Coding Network and Load-Balanced Locality-Sensitive Hashing for Near Duplicate Image Detection
We construct a new efficient near duplicate image detection method using a hierarchical hash code learning neural network and load-balanced locality-sensitive hashing (LSH) indexing. We propose a deep constrained siamese hash coding neural network combined with deep feature learning. Our neural netw...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 27(2018), 9 vom: 21. Sept., Seite 4452-4464
|
| 1. Verfasser: |
Hu, Weiming
(VerfasserIn) |
| Weitere Verfasser: |
Fan, Yabo,
Xing, Junliang,
Sun, Liang,
Cai, Zhaoquan,
Maybank, Stephen |
| Format: | Online-Aufsatz
|
| Sprache: | English |
| Veröffentlicht: |
2018
|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
|
| Schlagworte: | Journal Article |