Can I read 2020 the 3rd International Conference on Control and Computer Vision on EtoBox?

2020 the 3rd International Conference on Control and Computer Vision by Zheng, Tao (author) is a nonfiction available to read on EtoBox.

What is 2020 the 3rd International Conference on Control and Computer Vision about?

Deeplabv3+ [11] proposed by Google Inc. is a Semantic Segmentation model after deeplabv3 [10]. Deeplabv3+, which creatively added the decoder structure with the previous version as an encoder part to enhance the ability of the model to recover spatial resolution and location information, reached the state-of-the-art 89% MIoU on the PASCAL VOC2012 dataset. However, the model does not perform well in achieving good results on the image edge segmentation, due to the structures of the down-sampling and spatial convolution, lots of detail information were lost in the training process. In this paper, a semantic segmentation method that combined a deeplabv3+ model with the fractional-order image enhancement convolution kernel is proposed. In order to optimize the edges of segmentation results, the fractional-order image enhancement mask is used as convolution kernel to enhance the edge feature of the input images. Our method in this paper shows better performance than the original deeplabv3+ model on the image edge segmentation, and also maintains more than 89% MIoU on the PASCAL VOC2012 dataset. ## CCS CONCEPTS • Computing methodologies → Image segmentation..

Who reads 2020 the 3rd International Conference on Control and Computer Vision?

Author

Zheng, Tao (author)

Publisher

ACM

Published

2020

Language

EN

Category

nonfiction