Testing the ability of unmanned aerial systems and machine learning to map weeds at subfield scales: a test with the weed Alopecurus myosuroides (Huds)
Sign Up to like & getrecommendations! Published in 2019 at "Pest Management Science"
DOI: 10.1002/ps.5444
Abstract: Abstract BACKGROUND It is important to map agricultural weed populations to improve management and maintain future food security. Advances in data collection and statistical methodology have created new opportunities to aid in the mapping of… read more here.
Keywords: image data; methodology; unmanned aerial; ability ... See more keywords
3D mapping of discontinuity traces using fusion of point cloud and image data
Sign Up to like & getrecommendations! Published in 2018 at "Bulletin of Engineering Geology and the Environment"
DOI: 10.1007/s10064-018-1280-z
Abstract: A new methodology is presented for 3-D automated mapping of joints that are exposed primarily as traces in a rock face as opposed to planar facets. The method identifies 3-D points in a photogrammetry or… read more here.
Keywords: image data; image; mapping discontinuity; point cloud ... See more keywords
A comprehensive survey of recent trends in deep learning for digital images augmentation
Sign Up to like & getrecommendations! Published in 2021 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-021-10066-4
Abstract: Deep learning proved its efficiency in many fields of computer science such as computer vision, image classifications, object detection, image segmentation, and more. Deep learning models primarily depend on the availability of huge datasets. Without… read more here.
Keywords: image data; image; survey; deep learning ... See more keywords
Scalable and flexible management of medical image big data
Sign Up to like & getrecommendations! Published in 2018 at "Distributed and Parallel Databases"
DOI: 10.1007/s10619-018-7230-8
Abstract: Digital imaging plays a critical role for image guided diagnosis and clinical trials, and the amount of image data is fast growing. There are two major requirements for image data management: scalability for massive scales… read more here.
Keywords: image data; image; management; dcmrl xmlstore ... See more keywords
Deniably authenticated searchable encryption scheme based on Blockchain for medical image data sharing
Sign Up to like & getrecommendations! Published in 2020 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-020-09213-w
Abstract: In the cloud applications of medical data based on blockchain, doctors and managers usually want to obtain image data shared by other healthcare institutions. To ensure the privacy and workability of the image data, it… read more here.
Keywords: image data; image; encryption; authenticated searchable ... See more keywords
3D reconstruction of a concrete mixer truck for training object detectors
Sign Up to like & getrecommendations! Published in 2018 at "Automation in Construction"
DOI: 10.1016/j.autcon.2017.12.034
Abstract: Abstract Vision-based monitoring methods have been actively studied in the construction industry because they can be used to automatically generate information related to progress, productivity, and safety. Object detection is essentially used in such monitoring… read more here.
Keywords: image data; training object; construction; object detectors ... See more keywords
Multi-modal SEM Imaging for Shale Reservoir Characterization
Sign Up to like & getrecommendations! Published in 2017 at "Microscopy and Microanalysis"
DOI: 10.1017/s1431927617011242
Abstract: Recent advances in imaging technologies have allowed us to interrogate materials at progressively higher resolutions over larger areas or volumes of sample. As we have begun to investigate geomaterials at resolutions on the single nanometer… read more here.
Keywords: image data; image; modal sem; imaging shale ... See more keywords
Nanomaterial-Based Synaptic Optoelectronic Devices for In-Sensor Preprocessing of Image Data
Sign Up to like & getrecommendations! Published in 2023 at "ACS Omega"
DOI: 10.1021/acsomega.3c00440
Abstract: With the advance in information technologies involving machine vision applications, the demand for energy- and time-efficient acquisition, transfer, and processing of a large amount of image data has rapidly increased. However, current architectures of the… read more here.
Keywords: synaptic optoelectronic; sensor preprocessing; nanomaterial based; image data ... See more keywords
A call for public archives for biological image data
Sign Up to like & getrecommendations! Published in 2018 at "Nature Methods"
DOI: 10.1038/s41592-018-0195-8
Abstract: Public data archives are the backbone of modern biological research. Biomolecular archives are well established, but bioimaging resources lag behind them. The technology required for imaging archives is now available, thus enabling the creation of… read more here.
Keywords: image data; archives biological; call public; public archives ... See more keywords
A global view of standards for open image data formats and repositories.
Sign Up to like & getrecommendations! Published in 2021 at "Nature methods"
DOI: 10.1038/s41592-021-01113-7
Abstract: Biological and biomedical imaging datasets record the constitution, architecture and dynamics of living organisms across several orders of magnitude of space and time. Imaging technologies are now used throughout the life and biomedical sciences to… read more here.
Keywords: view standards; image data; standards open; global view ... See more keywords
Robust seed germination prediction using deep learning and RGB image data
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-01712-6
Abstract: Achieving seed germination quality standards poses a real challenge to seed companies as they are compelled to abide by strict certification rules, while having only partial seed separation solutions at their disposal. This discrepancy results… read more here.
Keywords: image data; seed; seed germination; germination ... See more keywords