Pansharpening fuses spectral information from the multi-spectral image and spatial panchromatic image, generating super-resolution images with high resolution. In this paper, we proposed a novel 3D multi-scale attention convolutional network (MSAC-Net) based on typical U-Net framework for imagery pansharpening. MSAC-Net is designed via convolution, mechanism replaces skip connection between con...

This paper summarises the findings of the site assessments of ten pilot mine sites involved in a project entitled, Creating a world-leading OHS culture in the NSW Mining Industry which was undertaken for the New South Wales Mine Safety Advisory Council (NSW MSAC). NSW MSAC was established in 1998 in NSW Australia and aims to increase the emphasis on safety and health within the mining industry ...

Enquiries about the content of the report should be directed to the above address. The Medical Services Advisory Committee is an independent committee which has been established to provide advice to the Commonwealth Minister for Health and Ageing (formerly the Commonwealth Minister for Health and Aged Care) on the strength of evidence available on new and existing medical technologies and proce...

BACKGROUND Malignant pleural mesothelioma (MPM) is a lethal neoplasm exhibiting resistance to most treatment regimens and requires effective therapeutic options. Though an effective strategy in many cancer, targeted therapy is relatively unexplored in MPM because the therapeutically important oncogenic pathways and networks in MPM are largely unknown. MATERIALS AND METHODS We carried out gene...

Random Sample Consensus (RANSAC) is the most widely used robust regression algorithm in computer vision. However, RANSAC has a few drawbacks which make it difficult to use for practical applications. Some of these problems have been addressed through improved sampling algorithms or better cost functions, but an important difficulty still remains. The algorithm is not user independent, and requi...