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Intelligent Imaging and Analysis

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ISBN: 9783039219209 9783039219216 Year: Pages: 492 DOI: 10.3390/books978-3-03921-921-6 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Technology (General) --- General and Civil Engineering
Added to DOAB on : 2020-04-07 23:07:08
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Abstract

Imaging and analysis are widely involved in various research fields, including biomedical applications, medical imaging and diagnosis, computer vision, autonomous driving, and robot controls. Imaging and analysis are now facing big changes regarding intelligence, due to the breakthroughs of artificial intelligence techniques, including deep learning. Many difficulties in image generation, reconstruction, de-noising skills, artifact removal, segmentation, detection, and control tasks are being overcome with the help of advanced artificial intelligence approaches. This Special Issue focuses on the latest developments of learning-based intelligent imaging techniques and subsequent analyses, which include photographic imaging, medical imaging, detection, segmentation, medical diagnosis, computer vision, and vision-based robot control. These latest technological developments will be shared through this Special Issue for the various researchers who are involved with imaging itself, or are using image data and analysis for their own specific purposes.

Keywords

image inspection --- non-referential method --- feature extraction --- fault pattern learning --- weighted kernel density estimation (WKDE) --- rail surface defect --- UAV image --- defect detection --- gray stretch maximum entropy --- image enhancement --- defect segmentation --- semi-automatic segmentation --- MR spine image --- vertebral body --- graph-based segmentation --- correlation --- surface defect of steel sheet --- image segmentation --- saliency detection --- low-rank and sparse decomposition --- intervertebral disc --- segmentation --- convolutional neural network --- fine grain segmentation --- U-net --- deep learning --- magnetic resonance image --- lumbar spine --- image adjustment --- colorfulness --- contrast --- sharpness --- high dynamic range --- local registration --- iterative closest points --- multimodal medical image registration --- machine vision --- point cloud registration --- greedy projection triangulation --- local correlation --- three-dimensional imaging --- optimization arrangement --- cavitation bubble --- water hydraulic valve --- defect inspection --- image processing --- feature extraction --- classification methods --- medical image registration --- image alignment in medical images --- misalignment correction in MRI --- midsagittal plane extraction --- symmetry detection --- PCA --- conformal mapping --- mesh parameterization --- mesh partitioning --- pixel extraction --- texture mapping --- image analysis --- image retrieval --- spatial information --- image classification --- computer vision --- image restoration --- motion deburring --- image denoising --- sparse feedback --- Image processing --- segmentation --- spline --- grey level co-occurrence matrix --- gradient detection --- threshold selection --- OpenCV --- machine learning --- transfer learning --- Inception-v3 --- geological structure images --- convolutional neural networks --- image segmentation --- active contour model --- level set --- signed pressure force function --- image segmentation --- deep learning --- synthetic aperture radar (SAR) --- oil slicks --- segnet --- pectus excavatum --- nuss procedure --- patient-specific nuss bar --- minimally invasive surgery --- computerized numerical control bending machine --- computer-aided design --- computer-aided manufacturing --- statistical body shape model --- self-intersection penalty term --- 3D pose estimation --- 3D semantic mapping --- incrementally probabilistic fusion --- CRF regularization --- road scenes --- deep learning --- medical image classification --- additional learning --- CT image --- automatic training --- GoogLeNet --- intelligent evaluation --- automated cover tests --- deviation of strabismus --- pupil localization --- shape from focus --- wear measurement --- sprocket teeth --- normal distribution operator image filtering --- adaptive evaluation window --- reverse engineering --- human parsing --- depth-estimation --- computational efficiency --- capacity optimization --- underwater visual localization method --- line segment features --- PL-SLAM --- face sketch synthesis --- face sketch recognition --- joint training model --- data imbalance --- Contrast Tomography (CT) --- pre-training strategy --- segmentation --- super-resolution --- dual-channel --- residual block --- convolutional kernel parameter --- long-term and short-term memory blocks --- n/a

Development of Unconventional Reservoirs

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ISBN: 9783039285808 / 9783039285815 Year: Pages: 522 DOI: 10.3390/books978-3-03928-581-5 Language: eng
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Science (General) --- Physics (General)
Added to DOAB on : 2020-06-09 16:38:57
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The need for energy is increasing and but the production from conventional reservoirs is declining quickly. This requires an economically and technically feasible source of energy for the coming years. Among some alternative future energy solutions, the most reasonable source is from unconventional reservoirs. As the name “unconventional” implies, different and challenging approaches are required to characterize and develop these resources. This Special Issue covers some of the technical challenges for developing unconventional energy sources from shale gas/oil, tight gas sand, and coalbed methane.

Keywords

CO2 huff-n-puff --- condensate recovery --- shale gas condensate reservoir --- fractured tight reservoir --- stress-dependent permeability --- fracture penetration extent --- theoretical model --- shale gas --- multi-stage fracturing horizontal wells --- well interference --- transient pressure --- numerical analysis --- shale gas --- methane adsorption capacity --- Langmuir volume --- Langmuir pressure --- total organic carbon --- clay content --- coal rank --- petrophysical properties --- coalbed methane --- adsorption capacity --- Niutitang formation --- TOC recovery --- organic pores --- porosity --- pore structure --- unconventional reservoirs --- gravel pack --- sand control --- gradation optimization --- visual experiment --- coal measure gases (coalbed gas --- shale gas --- and tight sand gas) --- co-exploitation --- wellbore stability --- wettability --- zeta potential --- drilling fluid --- adsorption and desorption isotherms --- sorption hysteresis --- medium volatile bituminous coal --- equation of state --- NIST-Refprop --- gas compressibility factors --- original gas in-place --- gas shale --- NMR --- helium porosimetry --- clay bound water --- porosity --- pore size distribution --- low-pressure gas adsorption --- MICP --- tight gas reservoirs --- Klinkenberg slippage theory --- high pressure and low flowrate --- gas permeability measurement --- adsorption --- unconventional reservoirs --- pulse decay test --- unsteady state non-equilibrium sorption --- pseudo-steady-state non-equilibrium sorption --- equilibrium sorption --- capillary number --- initial water saturation --- capillary trapping --- residual gas distribution --- nuclear magnetic resonance --- ultra-deep well --- shock loads --- perforated string --- safety analysis --- optimization measures --- convolutional neural network --- well testing --- tight reservoirs --- pressure derivative --- automatic classification --- air flooding --- catalyst-activated low temperature oxidation --- oxidation reaction pathway --- catalytic oxidation characteristics --- Changqing tight oil --- organic-rich shale --- gas adsorption and desorption --- sorption hysteresis --- Langmuir model --- compositional 3D --- dual-porosity system --- total organic carbon (TOC) --- Computer Modelling Group (CMG) --- GEM® --- coalbed methane --- gas content --- diffusion coefficient --- reservoir simulation --- deepwater well --- perforation safety --- peak pressure --- numerical model --- orthogonal test --- limestone and calcareous mudstone interbedding --- gas content --- source-mixed gas --- fractures --- northern Guizhou --- water imbibition --- oil migration --- tight oil reservoirs --- nuclear magnetic resonance --- semi-analytical model --- reorientation fractures --- horizontal well --- tight reservoir --- flow behavior --- tight gas sand --- unconventional --- porosity–permeability --- hydraulic flow units --- electrical resistivity --- NMR --- micro-CT image --- petrophysics --- petrography --- carbon dioxide sequestration --- caprock integrity --- shale alteration --- rock-water-CO2 interaction --- lab tests under reservoir condition --- fractured-vuggy reservoirs --- physical model --- water flooding effect --- injection and production pattern --- gravity differentiation --- flow channel

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MDPI - Multidisciplinary Digital Publishing Institute (2)


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eng (1)

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2020 (2)