A review of experimental and numerical modeling of digital coalbed methane: Imaging, segmentation, fracture modeling and permeability prediction
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Coal Geology"
DOI: 10.1016/j.coal.2020.103552
Abstract: Abstract Coalbed methane (CBM) is a form of natural gas that is extracted from coalbeds. Characterization of CBMs is very challenging mostly due to the very complex fracture system leading to ambiguous fluid and petrophysical… read more here.
Keywords: permeability prediction; fracture; coalbed methane; permeability ... See more keywords
An Inversion Approach of Electromagnetic and Acoustic Data Based on Imaging Segmentation Using PSPNet
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2025.3624090
Abstract: The electromagnetic (EM) inverse scattering problems (ISPs) are characterized by nonlinearity, presenting a challenge in achieving a satisfactory reconstruction of the relative permittivity of strong scatterers. Joint inversion has been demonstrated as an effective approach… read more here.
Keywords: imaging segmentation; acoustic data; inversion; approach ... See more keywords
A stomata imaging and segmentation pipeline incorporating generative AI to reduce dependency on manual groundtruthing
Sign Up to like & getrecommendations! Published in 2025 at "Plant Methods"
DOI: 10.1186/s13007-025-01451-z
Abstract: Stomata regulate gas and water exchange in plants and are crucial for plant productivity and survival, making their trait analysis essential for advancing plant biology research. While current machine learning methods enable automated stomatal trait… read more here.
Keywords: imaging segmentation; plant; pipeline; stomata imaging ... See more keywords
3D Imaging Segmentation and 3D Rendering Process for a Precise Puncture Strategy During PCNL – a Pilot Study
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Surgery"
DOI: 10.3389/fsurg.2022.891596
Abstract: Percutaneous nephrolithotomy (PCNL) is frequently used as the first-line treatment of large and complex stones. The key point for successful complex stone removal with minimal risk of complications is to establish the most appropriate access… read more here.
Keywords: imaging segmentation; segmentation; pcnl; segmentation rendering ... See more keywords