Mar 3, 2021 · We propose Frequency Space Domain Randomization (FSDR) that randomizes images in frequency space by keeping domain-invariant FCs (DIFs) and randomizing domain- ...
[PDF] FSDR: Frequency Space Domain Randomization ... - CVF Open Access
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One widely adopted generalization strategy is domain randomization (DR) that learns domain-agnostic features by randomizing or stylizing source-domain images ...
We propose Frequency Space Domain Randomization (FSDR) that randomizes images in frequency space by keeping domain-invariant FCs (DIFs) and randomizing domain- ...
We propose an innovative frequency space domain randomization (FSDR) technique that transforms images into frequency space and performs domain generalization by ...
Frequency Space Domain Randomization (FSDR) is proposed that randomizes images in frequency space by keeping domain-invariant FCs (DIFs) and randomizing ...
FSDR: Frequency Space Domain Randomization for Domain Generalization ... We follow DA [1] and Faster RCNN [2] to conduct the domain generalizable object detection ...
We propose Frequency Space Domain Randomization (FSDR) that randomizes images in frequency space by keeping domain-invariant FCs (DIFs) and randomizing domain- ...
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Domain generalization aims to learn a generalizable model from a 'known' source domain for various 'unknown' target domains.
Overview of spectrum learning based frequency space domain randomization (FSDR-SL): FSDR-SL is a bidirectional learning framework that consists of two ...
FSDR: Frequency Space Domain Randomization for Domain Generalization. J Huang, D Guan, A Xiao, S Lu. Computer Vision and Pattern Recognition (CVPR), 2021, 2021.