Occlusions for effective data augmentation in image classification

Deep networks for visual recognition are known to leverage ""easy to recognise"" portions of objects such as faces and distinctive texture patterns. The lack of a holistic understanding of objects may increase fragility and overfitting. In recent years, several papers have propos...

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Bibliographic Details
Main Authors: Fong, RC, Vedaldi, A
Format: Conference item
Language:English
Published: IEEE 2020