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Improving object proposals with top-down cues

Wei Li - No affiliation found

2017/08/01 Full-length article DOI: 10.1016/j.image.2017.04.006 Journal: Signal Processing: Image Communication

Abstract:

Highlights•We improve the ranking of object proposals by combining bottom-up cues and top-down generic object information.•We propose a simple and effective strategy to mining useful top-down cues.•We achieve higher recall with IoU = 0.8 compared with the state-of-the-art on the Pascal VOC2007 dataset.