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Chapter and Conference Paper
SLf-UNet: Improved UNet for Brain MRI Segmentation by Combining Spatial and Low-Frequency Domain Features
Deep learning-based methods have shown remarkable performance in brain tumor image segmentation. However, there is a lack of research on segmenting brain tumor lesions using frequency domain features of images...
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Article
A deep learning image inpainting method based on stationary wavelet transform
The development of deep learning has greatly improved the image inpainting performance in the past decades. In fact, image inpainting for different tasks usually requires different models. For instance, the hi...
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Chapter and Conference Paper
Digital Mahjong System: Towards Precise Cognitive Assessment with IoT Technologies
To the best of our knowledge, this paper is the first to apply IoT technologies to transform the popular Mahjong game into a Digital Mahjong System (DMS) for digitally performing cognitive assessments. People ...
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Chapter and Conference Paper
Spatial-Temporal Contextual Feature Fusion Network for Movie Description
The movie description task aims to generate narrative textual descriptions that match the content of the movie. Most of the current methods lack the ability to consider comprehensive visual content analysis an...
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Article
Fusing structure and color features for cancelable face recognition
Face-based biometric recognition is widely used nowadays, where substantial face images are commonly stored on third-party servers. Since the sensitive information of an individual is contained in facial image...
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Article
Color image encryption based on discrete trinion Fourier transform and random-multiresolution singular value decomposition
With more and more color images are spread and shared in the untrusted cloud server remotely over the open Internet, some private or confidential information may be contained, it is necessary to develop crypto...
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Article
Single-target localization in video sequences using offline deep-ranked metric learning and online learned models updating
Foreground targets localization in video sequences receives much popularity in computer vision during the past few years, and its studies are highly related toward machine learning techniques. Driven by the re...
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Article
Multiple color image encryption and authentication based on phase retrieval and partial decryption in quaternion gyrator domain
In this paper, a multiple color image encryption and authentication scheme by using phase retrieval in quaternion gyrator domain and partial decryption is introduced. The quaternion representation is firstly e...
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Article
Image-based dementia disease diagnosis via deep low-resource pair-wise learning
Medical Images data is widely acknowledged for its large volumes, high complexities and limited labels information, which makes learning-based tasks challenging to obtain promising performance based on such im...
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Article
Pixel-wise partial volume effects correction on arterial spin labeling magnetic resonance images
Arterial spin labeling is a recently emerging imaging modality in functional magnetic resonance, and it is widely acknowledged to be effective in directly measuring the cerebral blood flow of patients while be...
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Chapter and Conference Paper
The Research of Analysis Addiction of Online Game
The convenience and popularity of nowadays internet has more influenced as we know and the internet is actually essential on the daily life of individuals. Thus, internet addiction issues become topics as well...
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Article
Routing, modulation level and spectrum allocation with dynamic modulation level conversion in elastic optical networks
Elastic optical network is introduced as a promising technology to provide multi-bitrate-friendly data transmission in the optical layer. Elastic optical networks are based on flexible modulation format conver...
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Chapter and Conference Paper
Research of Emergency Logistics Distribution Routing Optimization Based on Improved Ant Colony Algorithm
Emergency relief has characteristics of complexity, urgency, sustainability, technicality, and so on. In this paper a mathematical model to seek the shortest delivery time as the ultimate goal is established b...