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- research-articleAugust 2023
Research on adaptive dispatching of power system considering reserve energy storage and cost
AbstractThe power system (PS) has the problem of grid connection of energy storage (ES) system. When the ES of the communication base station (BS) is associated with the power grid, relevant control strategies are formulated to schedule the base station ...
The rectifier device provides a small amount of power for thebattery to compensate for the energy consumed by its self‐discharge. When themains power is interrupted due to a fault, the power source of the BScommunication system is the battery of the ...
- research-articleFebruary 2023
Semantic segmentation based on double pyramid network with improved global attention mechanism
Applied Intelligence (KLU-APIN), Volume 53, Issue 15Pages 18898–18909https://doi.org/10.1007/s10489-023-04463-1AbstractScene semantic segmentation is an important and challenging task, which requires labeling the category of each pixel in the image accurately. The encoder-decoder framework represented by fully convolutional network(FCN) has unique advantages in ...
- research-articleJanuary 2023
Multi-Objective Unsupervised Band Selection Method for Hyperspectral Images Classification
IEEE Transactions on Image Processing (TIP), Volume 32Pages 1952–1965https://doi.org/10.1109/TIP.2023.3258739With the increasing spectral dimension of hyperspectral images (HSI), how correctly choose bands based on band correlation and information has become more significant, but also complicated. Band selection is a combinatorial optimization problem, and ...
- research-articleNovember 2022
Single underwater image enhancement based on the reconstruction from gradients
Multimedia Tools and Applications (MTAA), Volume 82, Issue 11Pages 16973–16983https://doi.org/10.1007/s11042-022-14158-3AbstractSince the light is absorbed, reflected and scattered during the transmission process, underwater images are degraded suffering from color casts and low contrast. In the paper, an effective enhancement method for single underwater image is proposed ...
- research-articleMarch 2022
A scene segmentation algorithm combining the body and the edge of the object
Information Processing and Management: an International Journal (IPRM), Volume 59, Issue 2https://doi.org/10.1016/j.ipm.2021.102840Highlights- This article proposes the BEJNet network structure which combines the main body and the edge of the object for better feature extraction. On the basis of the ...
Scene segmentation is a very challenging task where convolutional neural networks are used in this field and have achieved very good results. Current scene segmentation methods often ignore the internal consistency of the target object,...
- research-articleOctober 2021
Detection of moving objects using adaptive multi-feature histograms
Journal of Visual Communication and Image Representation (JVCIR), Volume 80, Issue Chttps://doi.org/10.1016/j.jvcir.2021.103278Highlights- A temporally-consistent local compact binary descriptor is used to capture background statistics.
This paper presents a moving object detection scheme that incorporates three innovations. First, considering the inter-frame consistency of pixels, we extend the compact binary face descriptor (CBFD) to the temporal domain and propose ...
- research-articleJuly 2019
Fast combination filtering based on weighted fusion
Journal of Visual Communication and Image Representation (JVCIR), Volume 62, Issue CPages 226–233https://doi.org/10.1016/j.jvcir.2019.05.008Highlights- Only several mean filters and some point operations are taken in the filter.
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This paper presents a fast filter based on a modified Lee filter. The smoothing operation in the proposed filter is a linear combination of the center pixel value and the average of pixel values in a window. Based on the new ...
- research-articleFebruary 2019
Deep feature representation for anti-fraud system
Journal of Visual Communication and Image Representation (JVCIR), Volume 59, Issue CPages 253–256https://doi.org/10.1016/j.jvcir.2019.01.031AbstractOnline payment is becoming popular due to the development of e-commerce. So payment safety is more important. Since there is a fraudulent situation, an anti-fraud system is indispensable. GMM was leveraged in many anti-fraud ...
- research-articleJanuary 2013
Local Edge-Preserving Multiscale Decomposition for High Dynamic Range Image Tone Mapping
IEEE Transactions on Image Processing (TIP), Volume 22, Issue 1Pages 70–79https://doi.org/10.1109/TIP.2012.2214047A novel filter is proposed for edge-preserving decomposition of an image. It is different from previous filters in its locally adaptive property. The filtered image contains local means everywhere and preserves local salient edges. Comparisons are made ...
- articleMay 2012
Gradient field multi-exposure images fusion for high dynamic range image visualization
Journal of Visual Communication and Image Representation (JVCIR), Volume 23, Issue 4Pages 604–610https://doi.org/10.1016/j.jvcir.2012.02.009This paper presents a novel method for fusing multi-exposure images into a low dynamic range (LDR) image that is suitable for display and visualization but it contains details in the high dynamic range (HDR) counterpart. Fused gradient field is derived ...