Search Results - "Song, ChuanMing"
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FSSBP: Fast Spatial–Spectral Back Projection Based on Pan-Sharpening Iterative Optimization
Published in Remote sensing (Basel, Switzerland) (01-09-2023)“…Pan-sharpening is an important means to improve the spatial resolution of multispectral (MS) images. Although a large number of pan-sharpening methods have…”
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Hyperspectral Image Reconstruction Based on Spatial-Spectral Domains Low-Rank Sparse Representation
Published in Remote sensing (Basel, Switzerland) (01-09-2022)“…The enormous amount of data that are generated by hyperspectral remote sensing images (HSI) combined with the spatial channel’s limited and fragile bandwidth…”
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Multi-View Video Summarization
Published in IEEE transactions on multimedia (01-11-2010)“…Previous video summarization studies focused on monocular videos, and the results would not be good if they were applied to multi-view videos directly, due to…”
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The NSCT-HMT Model of Remote Sensing Image Based on Gaussian-Cauchy Mixture Distribution
Published in IEEE access (2018)“…The nonsubsampled Contourlet transform (NSCT) not only retains the characteristics of Contourlet transform, but also has the good characteristic of…”
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Generation Method and Application of Product-Oriented Medial Axis
Published in Cybernetics and information technologies : CIT (01-12-2016)“…In this paper, the generation method of the medial axis in the arbitrary quadrilateral surface is proposed. It can provide a solution for the simplification of…”
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Contourlet HMT model with directional feature
Published in Science China. Information sciences (01-07-2012)“…According to Shanno's information theory, the directional feature of texture is defined as the value of directional variable when an image signal attains a…”
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Multi-attentive hierarchical dense fusion net for fusion classification of hyperspectral and LiDAR data
Published in Information fusion (01-06-2022)“…•A novel multi-attentive hierarchical fusion net of HSI and LiDAR data is proposed.•The HSI-LiDAR CNN is proposed to extract the spatial-spectral-elevation…”
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MPDA: Multivariate Probability Distribution Autoencoder for Hyperspectral Anomaly Detection
Published in IEEE transactions on geoscience and remote sensing (09-11-2024)“…In recent years, the significant success of deep learning (DL) in computer vision has contributed to its continuous development in the field of hyperspectral…”
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GaMPF: A Full-Scale Gated Message Passing Framework Based on Collaborative Estimation for VHR Remote Sensing Image Change Detection
Published in IEEE transactions on geoscience and remote sensing (01-01-2024)“…With the maturity and popularization of high-performance sensor technology, it is now possible to acquire huge amounts of very high-resolution (VHR) remote…”
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MCFT: Multimodal Contrastive Fusion Transformer for Classification of Hyperspectral Image and LiDAR Data
Published in IEEE transactions on geoscience and remote sensing (2024)“…Multisource remote sensing (RS) image fusion leverages data from various sensors to enhance the accuracy and comprehensiveness of Earth observation. Notably,…”
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Subspace Dynamic Combined Sparsity-Based Hyper-Sharpening for Diverse Auxiliary Images
Published in IEEE transactions on geoscience and remote sensing (01-01-2024)“…The hyper-sharpening technique fuses a high-resolution auxiliary image with a low spatial resolution hyperspectral (HS) image, aiming to enhance the spatial…”
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FSL-Unet: Full-Scale Linked Unet With Spatial-Spectral Joint Perceptual Attention for Hyperspectral and Multispectral Image Fusion
Published in IEEE transactions on geoscience and remote sensing (2022)“…The application of hyperspectral image (HSI) is more and more extensive, but the lower spatial resolution seriously affects its application effect. Using…”
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Relative-velocity-free output-feedback consensus control for multiple Euler–Lagrange systems based on high-order extended state observer
Published in Journal of the Franklin Institute (01-12-2024)“…In this paper, an output-feedback controller is devised with the assistance of two types of observers to deal with the leader-following consensus control…”
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Pan-Sharpening Framework Based on Multiscale Entropy Level Matching and Its Application
Published in IEEE transactions on geoscience and remote sensing (2022)“…Current remote sensing hardware technology is not yet able to acquire multiband remote sensing images with both high spatial and spectral resolution. As an…”
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A Hyperspectral Image NSST-HMF Model and Its Application in HS-Pansharpening
Published in IEEE transactions on geoscience and remote sensing (01-07-2020)“…The high spectral resolution of hyperspectral (HS) images provides the possibility of omnidirectional feature identification of objects. However, the…”
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A salt and pepper noise image denoising method based on the generative classification
Published in Multimedia tools and applications (01-05-2019)“…In this paper, an image denoising algorithm is proposed for salt and pepper noise. First, a generative model is built on a patch as a basic unit and then the…”
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An image quality-aware approach with adaptive scattering coefficients for single image dehazing
Published in Multimedia tools and applications (01-03-2024)“…Most conventional dehazing methods obtain quality results by solving atmospheric scattering model (ASM) using acquired variables (i.e., global atmospheric…”
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An image NSCT-HMT model based on copula entropy multivariate Gaussian scale mixtures
Published in Knowledge-based systems (06-04-2020)“…As an important multiscale geometric analysis tool, the nonsubsampled contourlet transform (NSCT) has a strong ability in capturing anisotropy and directional…”
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Vibration suppression method of humanoid flexible arm based on model-free predictive control
Published in Advanced robotics (03-04-2021)“…The commutation torque ripple of the joint drive motor in the humanoid flexible arm provides significance to the stability of the arm joints. Here, we…”
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Medical image segmentation model based on caputo fractional differential
Published in Multimedia tools and applications (29-12-2023)“… Medical image segmentation technology, as a key work of modern medical such as intelligent medical diagnosis, has attracted a lot of attention. However,…”
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