Deep learning—a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact [PDF]
Deep learning belongs to the field of artificial intelligence, where machines perform tasks that typically require some kind of human intelligence. Deep learning tries to achieve this by drawing inspiration from the learning of a human brain.
Jan Egger +5 more
doaj +2 more sources
APPLICATION OF GILLESPIE ALGORITHM FOR SIMULATING EVOLUTION OF FITNESS OF MICROBIAL POPULATION [PDF]
In this study we present simulation system based on Gillespie algorithm for generating evolutionary events in the evolution scenario of microbial population.
Jarosław GIL, Andrzej POLAŃSKI
doaj +1 more source
AUTOMATIC FUSION OF PARTIAL RECONSTRUCTIONS [PDF]
Novel image acquisition tools such as micro aerial vehicles (MAVs) in form of quad- or octo-rotor helicopters support the creation of 3D reconstructions with ground sampling distances below 1 cm.
A. Wendel +3 more
doaj +1 more source
AUTOMATED INSPECTION OF POWER LINE CORRIDORS TO MEASURE VEGETATION UNDERCUT USING UAV-BASED IMAGES [PDF]
Power line corridor inspection is a time consuming task that is performed mostly manually. As the development of UAVs made huge progress in recent years, and photogrammetric computer vision systems became well established, it is time to further automate
M. Maurer +3 more
doaj +1 more source
We propose an end-to-end deep learning architecture for 3D reconstruction from high-resolution images. While many approaches focus on improving reconstruction quality alone, we primarily focus on decreasing memory requirements in order to exploit the ...
Rafael Weilharter, Friedrich Fraundorfer
doaj +1 more source
Automated End-to-End Workflow for Precise and Geo-accurate Reconstructions using Fiducial Markers [PDF]
Photogrammetric computer vision systems have been well established in many scientific and commercial fields during the last decades. Recent developments in image-based 3D reconstruction systems in conjunction with the availability of affordable high ...
M. Rumpler +6 more
doaj +1 more source
Surgical Guidance for Removal of Cholesteatoma Using a Multispectral 3D-Endoscope
We develop a stereo-multispectral endoscopic prototype in which a filter-wheel is used for surgical guidance to remove cholesteatoma tissue in the middle ear. Cholesteatoma is a destructive proliferating tissue.
Eric L. Wisotzky +5 more
doaj +1 more source
BUILDING FAÇADE SEPARATION IN VERTICAL AERIAL IMAGES [PDF]
Three-dimensional models of urban environments have great appeal and offer promises of interesting applications. While initially it was of interest to just have such 3D data, it increasingly becomes evident that one really would like to have interpreted ...
P. Meixner +3 more
doaj +1 more source
Synthetic skull bone defects for automatic patient-specific craniofacial implant design
Measurement(s) Image Acquisition Matrix Size • Image Slice Thickness • craniofacial region Technology Type(s) imaging technique • computed tomography Sample Characteristic - Organism Homo sapiens Machine-accessible metadata file describing the reported ...
Jianning Li +7 more
doaj +1 more source
EFFICIENT AND GLOBALLY OPTIMAL MULTI VIEW DENSE MATCHING FOR AERIAL IMAGES [PDF]
A variety of applications exist for aerial 3D reconstruction, ranging from the production of digital surface models (DSMs) and digital terrain models (DTMs) to the creation of true orthophoto and full 3D models of urban scenes that can be visualized ...
A. Irschara +4 more
doaj +1 more source

