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SMU-Net: Saliency-Guided Morphology-Aware U-Net for Breast Lesion Segmentation in Ultrasound Image

IEEE Transactions on Medical Imaging, 2021
Deep learning methods, especially convolutional neural networks, have been successfully applied to lesion segmentation in breast ultrasound (BUS) images.
Zhenyuan Ning   +4 more
semanticscholar   +1 more source

Infrared and Visible Image Fusion Using Visual Saliency Sparse Representation and Detail Injection Model

IEEE Transactions on Instrumentation and Measurement, 2021
The goal of infrared and visible image fusion is to generate an integrated image which can simultaneously preserve more visible detail information and prominent information from the input images.
Yong Yang   +4 more
semanticscholar   +1 more source

Saliency, Scale and Image Description

International Journal of Computer Vision, 2001
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Kadir, Timor, Brady, Michael
openaire   +2 more sources

Isocentric color saliency in images

2009 16th IEEE International Conference on Image Processing (ICIP), 2009
In this paper we propose a novel computational method to infer visual saliency in images. The computational method is based on the idea that salient objects should have local characteristics that are different than the rest of the scene, being edges, color or shape, and that these characteristics can be combined to infer global information.
R. Valenti, Sebe, Niculae, T. Gevers
openaire   +3 more sources

Saliency for image manipulation

The Visual Computer, 2012
Every picture tells a story. In photography, the story is portrayed by a composition of objects, commonly referred to as the subjects of the piece. Were we to remove these objects, the story would be lost. When manipulating images, either for artistic rendering or cropping, it is crucial that the story of the piece remains intact.
Ran Margolin   +2 more
openaire   +1 more source

Saliency-Aware Image Completion

2014 IEEE 17th International Conference on Computational Science and Engineering, 2014
In this paper, we present a saliency-aware image completion method which takes full advantage of a saliency detection result. On one hand, the saliency map is incorporated into the completion order computation procedure to take human visual attention into account. On the other hand, the saliency map used in patch matching makes the searched result more
Zhengzhi Li, Haoqian Wang, Kai Li
openaire   +1 more source

Saliency based image segmentation

2011 International Conference on Multimedia Technology, 2011
This paper presents a novel method for image segmentation. We improved the effect of saliency detection for the purpose of image segmentation. Graph cuts are used to find global optimal segmentation of N-dimensional image. With the guidance of saliency, users do not have to select foreground object and background seeds.
null Qingshan Li   +2 more
openaire   +1 more source

Image Diffusion Using Saliency Bilateral Filter

IEEE Transactions on Information Technology in Biomedicine, 2008
Image diffusion can smooth away noise and small-scale structures while retaining important features, thus improving the performances for many image processing algorithms. In this paper, we present a novel diffusion algorithm for which the filtering kernels vary according to the perceptual saliency of boundaries.
Xie, Jun, Heng, Pheng Ann, Shah, Mubarak
openaire   +3 more sources

A segment-based image saliency detection

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011
This paper presents a novel method of visual saliency detection. The use of saliency promises benefits to multimedia applications. However, up to now just few reasonable applications of saliency exist. It is clear that limited accuracy is one of the possible reasons for this.
Muratov, Oleg   +3 more
openaire   +1 more source

V-BMS360: A Video Extention to the BMS360 Image Saliency Model

2018 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 2018
In this paper it is studied how existing image saliency models for head motion prediction designed for omnidirectional images can be applied to videos. A new model called V-BMS360 which extends the BMS360 model is presented.
Pierre R. Lebreton   +2 more
semanticscholar   +1 more source

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