Sep 18, 2020 · Abstract:In this paper, we present an Improved Data Augmentation (IDA) technique focused on Salient Object Detection (SOD).

Abstract—In this paper, we present an Improved Data Aug- mentation (IDA) technique focused on Salient Object Detec- tion (SOD). Standard data augmentation ...

We recommend the use of conda alternatively miniconda for python environment management. Run the create_env.sh script for the necessary environments.

Our method combines image inpainting, affine transformations, and the linear combination of different generated background images with salient objects ...

Sep 18, 2020 · The Improved Data Aug-mentation technique enables more precise control of the object's position and size while preserving background ...

Daniel Vitor Ruiz, Bruno A. Krinski, Eduardo Todt: IDA: Improved Data Augmentation Applied to Salient Object Detection. CoRR abs/2009.08845 (2020).

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Improved Data Augmentation (iDA) techniques enhance traditional data augmentation methods by introducing more sophisticated and context-aware ...

The proposed approach introduces a hybrid model for Underwater Object Detection (UOD), combining Bi-directional Long Short-Term Memory (Bi-LSTM) ... [Show full ...

... IDA: Improved Data Augmentation Applied to Salient Object Detection. Our Improved Data Augmentation (IDA) technique improves salient object detection by ...