项目地址: Region Mutual Information Loss for Semantic Segmentation 论文链接: Region Mutual Information Loss for Semantic Segmentation
GitHub - ZJULearning/RMI: This is the code for the NeurIPS 2019 paper Region Mutual Information Loss for Semantic Segmentation.. 一、要解决的问题(Why) 语义分割是计算机视觉中的一个基本问题,其目标是为图像中的每个像素分配语义标签。最近,强大的卷积神经网络(例如,VGGNet [33]、ResNet [14]、Xception...
In this paper, we develop a region mutual information (RMI) loss to model the dependencies among pixels more simply and efficiently. In contrast to the pixel-wise loss which treats the pixels as independent samples, RMI uses one pixel and its neighbour pixels to represent this pixel. Then ...
This is the code for the NeurIPS 2019 paperRegion Mutual Information Loss for Semantic Segmentation. This paper proposes a region mutual information (RMI) loss to model the dependencies among pixels. RMI uses one pixel and its neighbor pixels to represent this pixel. Then for each pixel in an...
www.nature.com/scientificreports OPEN Region of interest‑specific loss functions improve T2 quantification with ultrafast T2 mapping MRI sequences in knee, hip and lumbar spine Aniket A. Tolpadi *, Misung Han , Francesco Calivà , Valentina Pedoia & ...
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www.nature.com/scientificreports OPEN Region of interest‑specific loss functions improve T2 quantification with ultrafast T2 mapping MRI sequences in knee, hip and lumbar spine Aniket A. Tolpadi *, Misung Han , Francesco Calivà , Valentina Pedoia & ...
Itti's model was proposed for colour images. To convert an HSI image into colour image may result in the loss of information and hence may erode the basic advantage of using HSI. Also, Itti's model based algorithms use centre-surround difference to get the salient object. Hence, it will ...
supplies (Dorraj and Currier, 2008, p. 70). Thus it has been a painful foreign policy decision for China to lend support to the US-led United Nations' sanctions against Iran's nuclear program, fearing the grave consequence that this might lead to loss of one of its major energy ...
President Biden released a statement about the deadly blast at a hospital in Gaza City, and said the U.S. is working to gather information about what happened. "I am outraged and deeply saddened by the explosion at the Al Ahli Arab hospital in Gaza, and the terrible loss of life that ...