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Zhanchao Huang

2 accepted papers

2023

Multimodal Knowledge Distillation for Arbitrary-Oriented Object Detection in Aerial Images

ICASSP 2023accepted

Recently, many arbitrary-oriented object detection (AOOD) methods have been proposed and applied to remote sensing and other fields. For aerial platforms, lightweight structure and multimodal adaptations of convolutional neural network (CNN) models are urgently needed. Due to the limited model size,…

Cited by 0SourceScholar
2022

Extracting and Distilling Direction-Adaptive Knowledge for Lightweight Object Detection in Remote Sensing Images

ICASSP 2022accepted

Recently, some lightweight convolutional neural network (CNN) models have been proposed for airborne or spaceborne remote sensing object detection (RSOD) tasks. However, these lightweight detectors suffer from performance degradation due to the compromise of limited computing resources on embedded d…

Cited by 0SourceScholar