Deep learning based fence segmentation and removal from an image using a video sequence

@inproceedings{Jonna2016DeepLB,
  title={Deep learning based fence segmentation and removal from an image using a video sequence},
  author={Sankaraganesh Jonna and Krishna K. Nakka and Rajiv R. Sahay},
  booktitle={ECCV Workshops},
  year={2016}
}
Conventional approaches to image de-fencing use multiple adjacent frames for segmentation of fences in the reference image and are limited to restoring images of static scenes only. In this paper, we propose a de-fencing algorithm for images of dynamic scenes using an occlusion-aware optical flow method. We divide the problem of image de-fencing into the tasks of automated fence segmentation from a single image, motion estimation under known occlusions and fusion of data from multiple frames of… CONTINUE READING
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