FORKNET: STRONG SEMANTIC FEATURE REPRESENTATION AND SUBREGION SUPERVISION FOR ACCURATE REMOTE SENSING CHANGE DETECTION

ForkNet: Strong Semantic Feature Representation and Subregion Supervision for Accurate Remote Sensing Change Detection

In this article, we propose an effective siamese feature pyramid network (FPN), ForkNet, for remote sensing change detection (RSCD).We find that the siamese network structure, which is widely used for RSCD, contains only one downsampling network in the feature extraction stage, e.g., VGG16 and ResNet-18, to extract the deep features of a single ima

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Natural light optimization in an existing primary school: human centred design and daylight retrofitting solutions for students wellbeing

How the human centred design Horse Rug Bags solutions will implement the benefit of daylighting in an existing primary school? This paper shows research experiences on students visual comfort inside the school building Don Milani, in Prato (Italy).The layout of training spaces, distribution and functional organization is also re-designed as flexibl

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Properly folded bacterially expressed H1N1 hemagglutinin globular head and ectodomain vaccines protect ferrets against H1N1 pandemic influenza virus.

In the face of impending influenza pandemic, a rapid vaccine production and mass vaccination is the syd-hill-leather-drovers-belt/ most effective approach to prevent the large scale mortality and morbidity that was associated with the 1918 "Spanish Flu".The traditional process of influenza vaccine production in eggs is time consuming and may not me

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