Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network
Chao Peng+4 more
openalex +2 more sources
To achieve the UN's goal of protecting 30% of oceans by 2030, effective management and detailed seafloor mapping are essential, especially in the mesophotic zone. We present a new workflow combining high‐resolution synthetic aperture sonar (SAS) and bathymetry surveys for efficient habitat characterization. In 6 h, we mapped ~5 km2 of a mesophotic reef,
Ole Johannes Ringnander Sørensen+12 more
wiley +1 more source
Pseudolabel guided pixels contrast for domain adaptive semantic segmentation. [PDF]
Xiang J, Wan C, Cao Z.
europepmc +1 more source
An Analysis of Students Who Represent Missed Opportunity for Diversifying STEM Fields
ABSTRACT Although many students exhibit interest and demonstrate academic preparedness in math and science, a significant proportion of students do not major in science, technology, engineering, and mathematics (STEM) fields. These students encounter systemic barriers to STEM opportunities related to their intersecting gender and racial/ethnic ...
Svetlana Masjutina+2 more
wiley +1 more source
Semantic segmentation using synthetic images of underwater marine-growth. [PDF]
Mai C, Liniger J, Pedersen S.
europepmc +1 more source
ABSTRACT Tropical forests play a crucial role in achieving the sustainable development goals by contributing to climate stability, conserving biodiversity and sustaining livelihoods. However, forests are disappearing due to agricultural expansion. In West Africa, cocoa production is a major driver of deforestation.
Thomas Addoah+7 more
wiley +1 more source
DM_CorrMatch: a semi-supervised semantic segmentation framework for rapeseed flower coverage estimation using UAV imagery. [PDF]
Li J+9 more
europepmc +1 more source
Video Semantic Object Segmentation by Self-Adaptation of DCNN
Seongjin Park, Ki-Sang Hong
openalex +2 more sources
Energy Communities Toward Sustainable Development: The Role of Economic Factors in a Social Analysis
ABSTRACT Sustainable challenges have become a priority for governments and businesses seeking to advance the decarbonization process. Within national energy strategies, renewable energy communities (RECs) are emerging as a key mechanism for achieving not only environmental and economic goals—supported by incentive policies—but also social goals, as ...
Paolo Basilico+3 more
wiley +1 more source
Automatic measurement of proximal femoral morphological parameters using point cloud semantic segmentation technology. [PDF]
Wang Y, Yang Q, Li J, Wang K, Tang M.
europepmc +1 more source