Semi-convolutional Operators for Instance Segmentation

ECCV 2018 David NovotnySamuel AlbanieDiane LarlusAndrea Vedaldi

Object detection and instance segmentation are dominated by region-based methods such as Mask RCNN. However, there is a growing interest in reducing these problems to pixel labeling tasks, as the latter could be more efficient, could be integrated seamlessly in image-to-image network architectures as used in many other tasks, and could be more accurate for objects that are not well approximated by bounding boxes... (read more)

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