A two-staged Approach for Localization and Classification of Coral Reef Structures and Compositions

@inproceedings{Bogomasov2019ATA,
  title={A two-staged Approach for Localization and Classification of Coral Reef Structures and Compositions},
  author={Kirill Bogomasov and Philipp Grawe and Stefan Conrad},
  booktitle={CLEF},
  year={2019}
}
In this paper we present the approaches that achieved the first place in this years ImageCLEFcoral challenge. The task of the challenge was the localization and classification of corals within images of sea ground. Therefore we had to extract bounding boxes for each coral and labeling them with the specific type of substrate. We applied a state-of-the-art deep learning approach (YOLO) and also developed a two-staged approach, using a grid along with two classifiers. One that classifies the… CONTINUE READING

Figures, Tables, and Topics from this paper.

Citations

Publications citing this paper.

Overview of ImageCLEFcoral 2019 Task

VIEW 7 EXCERPTS
CITES METHODS & BACKGROUND
HIGHLY INFLUENCED

References

Publications referenced by this paper.