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Improved visual attention model-based method of natural scene object detection

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The article was published on 2012-12-05. It has received 26 citations till now. The article focuses on the topics: Object detection.

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Image processing method, device and electronic equipment

TL;DR: In this article, an attention mechanism is introduced into image processing, and the efficiency of obtaining information from an image is effectively improved by fusing the above attention image and the above first characteristic image, and extracting the characteristic of the image again based on the fusion image.
Patent

Significant object detecting method based on graph structure and boundary apriority

Li Yijun, +1 more
TL;DR: In this paper, a significant object detection method based on a graph structure and boundary apriority is proposed, where superpixels on the upper boundary, lower boundary, the left boundary and the right boundary of an image are used as background apriorities.
Patent

Methods for determining image-subject significance and training image-subject significance determining classifier and systems for same

Deng Yu, +1 more
TL;DR: In this article, a method and system for training an image-subject significance determining classifier, a method for determining image subject significance, and a method to search images via visual characteristics.
Patent

Methods for assessing infant and child development via eye tracking

Ami Klin, +1 more
TL;DR: In this article, the authors described a system for assessing the risk of developmental, cognitive, social, or mental abilities or disabilities in very young patients (e.g., in the first 2-6 months of life).
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High-resolution remote sensing image scene classification method for small data set

TL;DR: In this paper, a high-resolution remote sensing image scene classification method for a small data set is presented, where a three-scale three-channel end-to-end multi-scale convolution joint neural network model is established.
References
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Movement target detection method based on visual sense bionics

TL;DR: Zhang et al. as mentioned in this paper proposed a motion target detection method based on vision bionics, which starts from the physiologic structure of a human eye vision system and takes the space-time significant difference feature between motion target and a background in a sequence image as an entry point.
Patent

Bottom-up caution information extraction method

Siwei Luo, +1 more
TL;DR: In this article, a bottom-to-top focused information extraction method based on the vision focusing research results of psychology is proposed, which is formed by significances of the corresponding zone of each point of an image and the size of the zone automatically adapts to the complexity of local features.
Patent

Method for detecting layout areas in a video image and method for generating a reduced size image using the detection method

TL;DR: In this paper, the saliency of source image pixels is used to detect the layout areas of a source image, such as a logo and/or a score, and the detection is carried out in specific areas of the source image saliency map, usually in the areas corresponding to the corners of the image or to the bands in the upper part and lower part of image.
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