The following report will enlighten to which extent LiDAR data could enhance land cover classification. It focuses on the area Lemps (26510) in Southwest France where a land cover classification was made using Sentinel-2 spectral images during the fieldwork. Using the additional LiDAR data, the focus shifts to distinguish coniferous and deciduous t...
Published in SHS Web of Conferences
Digital transformation in the field of education plays a significant role especially when used for analysis of various teaching and learning parameters to predict global ranking index of the universities across the world. Machine learning is a subset of computer science facilitates machine to learn the data using various algorithms and predict the ...
In this article, we propose an approach based on Gaussian Processes (GP) for large scale land cover pixel-basedclassification with Sentinel-2 satellite image time-series (SITS). We used a sparse approximation of the posterior combined with variational inference to learn the GP’s parameters. We applied stochastic gradient descent and GPU computing t...
peer reviewed / Hyperspectral imaging technology is developing in a very fast way. We find it today in many analytical developments using different spectroscopies for sample classification purposes. Instrumental developments allow us to acquire more and more data in shorter and shorter periods of time while improving their quality. Therefore, we ar...
Buildings are fundamental components of urban areas and they play a vital role in supporting human activities in daily life. Understanding the actual building functions is essential for many urban applications, such as city management, urban planning, and optimization of transportation systems. Existing studies for inferring building functions are ...
Published in Methods in molecular biology (Clifton, N.J.)
Histochemical analysis is essential for the study of plant secretory structures whose classification is based, at least partially, on the composition of their secretion. As each gland may produce one or more types of substances, a correct analysis of its secretion should be done using various histochemical tests to detect metabolites of different c...
Assessing the structural quality of metallic turbine blades is a challenging task due to their complex geometry and wide range of possible defect features. Process Compensated Resonance Testing (PCRT) is an effective quality assessment tool that uses a broadband sinusoidal swept input to excite the resonant modes of the component and employs a supe...
Published in Virchows Archiv : an international journal of pathology
The Revised European-American Classification of mature lymphoid neoplasms published in 1994 and the 2001, 2008 and 2016 WHO classifications that followed, were the product of international collaboration and consensus amongst haematopathologists, geneticists, molecular scientists and clinicians. Primary cutaneous lymphomas were fully incorporated in...
Black pepper is a commercially important commodity, which is susceptible for fraudulent additions. Analytical tools are capable of detection of specific additions, but in most published cases these tools and associated mathematical models are suitable for only one or a few predetermined adulterants. There is a need for methodology that can detect a...
Published in Amino acids
The emergence of antimicrobial peptides (AMPs) as a potential alternative to conventional antibiotics has led to the development of efficient computational methods for predicting AMPs. Among all organisms, the presence of multiple genes encoding AMPs in plants demands the development of a plant-based prediction tool. To this end, we developed model...
