Relevance-Based Compression of Cataract Surgery Videos Using Convolutional Neural Networks

Author:

Ghamsarian Negin1,Amirpourazarian Hadi2,Timmerer Christian2,Taschwer Mario3,Schöffmann Klaus3

Affiliation:

1. Alpen-Adria University of Klagenfurt, Klagenfurt, Austria

2. Alpen-Adria-Universitat Klagenfurt, Klagenfurt, Austria

3. Klagenfurt University, Klagenfurt, Austria

Funder

Christian Doppler Laboratory ATHENA

FWF Austrian Science Fund under grant P 31486-N31

Publisher

ACM

Reference39 articles.

1. Waleed Abdulla. 2017. Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow. https://github.com/matterport/Mask_RCNN. Waleed Abdulla. 2017. Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow. https://github.com/matterport/Mask_RCNN.

2. Anurag Arnab and Philip H. S. Torr. 2017. Pixelwise Instance Segmentation with a Dynamically Instantiated Network. CoRR Vol. abs/1704.02386 (2017). arxiv: 1704.02386 http://arxiv.org/abs/1704.02386 Anurag Arnab and Philip H. S. Torr. 2017. Pixelwise Instance Segmentation with a Dynamically Instantiated Network. CoRR Vol. abs/1704.02386 (2017). arxiv: 1704.02386 http://arxiv.org/abs/1704.02386

3. Min Bai and Raquel Urtasun. 2016. Deep Watershed Transform for Instance Segmentation. CoRR Vol. abs/1611.08303 (2016). arxiv: 1611.08303 http://arxiv.org/abs/1611.08303 Min Bai and Raquel Urtasun. 2016. Deep Watershed Transform for Instance Segmentation. CoRR Vol. abs/1611.08303 (2016). arxiv: 1611.08303 http://arxiv.org/abs/1611.08303

4. F. Bossen et almbox. 2013. Common test conditions and software reference configurations. JCTVC-L1100 Vol. 12 (2013) 7. F. Bossen et almbox. 2013. Common test conditions and software reference configurations. JCTVC-L1100 Vol. 12 (2013) 7.

5. End-to-End Optimized ROI Image Compression

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