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Article
Category-Aware Siamese Learning Network for Few-Shot Segmentation
Few-shot segmentation (FS) which aims to segment unseen query image based on a few annotated support samples is an active problem in computer vision and multimedia field. It is known that the core issue of FS ...
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Article
Open AccessVisible-infrared person re-identification via specific and shared representations learning
The primary goal of visible-infrared person re-identification (VI-ReID) is to match pedestrian photos obtained during the day and night. The majority of existing methods simply generate auxiliary modalities to...
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Chapter and Conference Paper
Head and Neck Cancer Localization with Retina Unet for Automated Segmentation and Time-To-Event Prognosis from PET/CT Images
Auto-segmentation of the primary tumor (GTVp) and the associated lymph nodes (GTVn) of head and neck cancer (HNC) is deemed beneficial for precise radiotherapy. However, previous studies were mostly focusing o...
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Article
Blind image recovery approach combing sparse and low-rank regularizations
The only useful prior knowledge in blind compressive sensing is that a signal is sparse in an unknown dictionary. Usually, general dictionaries cannot sparsify all images well. It simultaneously optimizes the ...
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Article
Learning deep representations for semantic image parsing: a comprehensive overview
Semantic image parsing, which refers to the process of decomposing images into semantic regions and constructing the structure representation of the input, has recently aroused widespread interest in the field...
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Chapter and Conference Paper
Computer Compose Principle Teaching and Develo** Students’ Research and Innovation Competence
The unique characters of computer compose principles teaching makes it a successful course in cultivating students’ competence in doing research and creative work. This paper analyzes the advantages of this co...
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Chapter and Conference Paper
Motion Law Analysis and Structural Optimization of the Ejection Device of Tray Seeder
An ejection mechanism consisting four reset springs, an electromagnet and a seed disk was designed for tray seeder. The motion conditions of seeds in the seed disk were theoretical analyzed and intensity and h...
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Chapter and Conference Paper
Distributed Computation for Diffusion Problem in a P2P-Enhanced Computing System
Basic exploration of diffusion equation solvers in distributed computing systems has been a very important issue for computational fluid dynamics (CFD). This paper presents a fundamental study of a distributed...