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AI and 6G into the metaverse: Fundamentals, challenges and future research trends
Since Facebook was renamed Meta, a lot of attention, debate, and exploration have
intensified about what the Metaverse is, how it works, and the possible ways to exploit it. It is …
intensified about what the Metaverse is, how it works, and the possible ways to exploit it. It is …
An adaptive post-processing network with the global-local aggregation for semantic segmentation
Current semantic segmentation methods mainly focus on modeling the context of the global
image to obtain high-quality segmentation results. However, they ignore the role of local …
image to obtain high-quality segmentation results. However, they ignore the role of local …
Dynamic fusion network for RGBT tracking
Since both visible and infrared images have their own advantages and disadvantages,
RGBT tracking plays an important role in intelligent transportation systems. The key points of …
RGBT tracking plays an important role in intelligent transportation systems. The key points of …
Scribble-supervised semantic segmentation with prototype-based feature augmentation
Scribble-supervised semantic segmentation presents a cost-effective training method that
utilizes annotations generated through scribbling. It is valued in attaining high performance …
utilizes annotations generated through scribbling. It is valued in attaining high performance …
Improved unet-based shoreline detection method in real time for unmanned surface vehicle
J Zhao, F Song, G Gong, S Wang - Journal of Marine Science and …, 2023 - mdpi.com
Accurate and real-time monitoring of the shoreline through cameras is an invaluable
guarantee for the safety of near-shore navigation and berthing of unmanned surface …
guarantee for the safety of near-shore navigation and berthing of unmanned surface …
Rethinking Feature Reconstruction via Category Prototype in Semantic Segmentation
The encoder-decoder architecture is a prevailing paradigm for semantic segmentation. It has
been discovered that aggregation of multi-stage encoder features plays a significant role in …
been discovered that aggregation of multi-stage encoder features plays a significant role in …
Category feature transformer for semantic segmentation
Aggregation of multi-stage features has been revealed to play a significant role in semantic
segmentation. Unlike previous methods employing point-wise summation or concatenation …
segmentation. Unlike previous methods employing point-wise summation or concatenation …
Research on semantic segmentation of x-ray weld seam based on region enhancement and transfer feature information correction
The intelligent identification of the shape, category, and location of X-ray stainless-steel weld
defects is one of the important links to ensure the safety and reliability of welding structures …
defects is one of the important links to ensure the safety and reliability of welding structures …
iPCa-former: A multi-task transformer framework for perceiving incidental prostate cancer
X Pan, S Wang, Y Liu, L Wen… - IEEE Signal Processing …, 2024 - ieeexplore.ieee.org
Despite significant progress in medical image analysis using deep learning, predicting
incidental prostate cancer (iPCa) remains challenging due to subtle differences in …
incidental prostate cancer (iPCa) remains challenging due to subtle differences in …
Segmentation-based background-inference and small-person pose estimation
F Gao, H Li, J Fei, Y Huang, L Liu - IEEE Signal Processing …, 2022 - ieeexplore.ieee.org
Despite encouraging results have been achieved in human pose estimation in recent years,
it remains challenging problems. When the background is similar to the human body parts …
it remains challenging problems. When the background is similar to the human body parts …