Region-based Segmentation and Object Detection

@inproceedings{Gould2009RegionbasedSA,
  title={Region-based Segmentation and Object Detection},
  author={Stephen Gould and T. Gao and D. Koller},
  booktitle={NIPS},
  year={2009}
}
Object detection and multi-class image segmentation are two closely related tasks that can be greatly improved when solved jointly by feeding information from one task to the other [10, 11]. However, current state-of-the-art models use a separate representation for each task making joint inference clumsy and leaving the classification of many parts of the scene ambiguous. In this work, we propose a hierarchical region-based approach to joint object detection and image segmentation. Our… Expand
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