TauPad: Test Data Augmentation of Point Clouds by Adversarial Mutation

Point clouds have been widely used in a large number of application scenarios to handle with various deep learning (DL) tasks. Testing is an essential means to guarantee the robustness of DL models, which places high demands on test data. Therefore, it is crucial to design a reliable and effective t...

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Veröffentlicht in:	2022 IEEE/ACM 44th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) S. 212 - 216
Hauptverfasser:	Liu, Guandi, Liu, Jiawei, Zhang, Quanjun, Fang, Chunrong, Zhang, Xufan
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.05.2022
Schlagworte:	Data models Manuals Measurement Point cloud compression Reliability engineering Robustness Software and its engineering → Software testing and debugging Software testing
Online-Zugang:	Volltext
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