Spatial Alignment for Unsupervised Domain Adaptive Single-Stage Object Detection

Domain adaptation methods are proposed to improve the performance of object detection in new domains without additional annotation costs. Recently, domain adaptation methods based on adversarial learning to align source and target domain image distributions are effective. However, for object detecti...

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Bibliographic Details
Main Authors: Hong Liang, Yanqi Tong, Qian Zhang
Format: Artigo
Language:Inglês
Published: MDPI AG 2022-04-01
Series:Sensors
Subjects:
domain adaptation
object detection
transfer learning
Online Access:https://www.mdpi.com/1424-8220/22/9/3253
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