Search Results - "Pang, Shiyan"

Patch Matching and Dense CRF-Based Co-Refinement for Building Change Detection from Bi-Temporal Aerial Images by Gong, Jinqi, Hu, Xiangyun, Pang, Shiyan, Li, Kun

“…The identification and monitoring of buildings from remotely sensed imagery are of considerable value for urbanization monitoring. Two outstanding issues in…”
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Prior Semantic Information Guided Change Detection Method for Bi-temporal High-Resolution Remote Sensing Images by Pang, Shiyan, Li, Xinyu, Chen, Jia, Zuo, Zhiqi, Hu, Xiangyun

“…High-resolution remote sensing image change detection technology compares and analyzes bi-temporal or multitemporal high-resolution remote sensing images to…”
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PTRSegNet: A Patch-to-Region Bottom–Up Pyramid Framework for the Semantic Segmentation of Large-Format Remote Sensing Images by Pang, Shiyan, Shi, Yepeng, Hu, Hanchun, Ye, Lizhi, Chen, Jia

“…Semantic segmentation is a basic task in the interpretation of remote sensing images. Mainstream deep-learning-based semantic segmentation algorithms typically…”
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Masked Feature Modeling for Generative Self-Supervised Representation Learning of High-Resolution Remote Sensing Images by Pang, Shiyan, Hu, Hanchun, Zuo, Zhiqi, Chen, Jia, Hu, Xiangyun

“…Intelligent interpretation of remote sensing images using deep learning is heavily reliant on large datasets, and models trained in one domain often struggle…”
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Building Change Detection from Bi-Temporal Dense-Matching Point Clouds and Aerial Images by Pang, Shiyan, Hu, Xiangyun, Cai, Zhongliang, Gong, Jinqi, Zhang, Mi

“…In this work, a novel building change detection method from bi-temporal dense-matching point clouds and aerial images is proposed to address two major…”
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Object-Based Analysis of Airborne LiDAR Data for Building Change Detection by Pang, Shiyan, Hu, Xiangyun, Wang, Zizheng, Lu, Yihui

“…Building change detection is useful for land management, disaster assessment, illegal building identification, urban growth monitoring, and geographic…”
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A Novel Global-Local Feature Aggregation Framework for Semantic Segmentation of Large-Format High-Resolution Remote Sensing Images by Wang, Shanshan, Zuo, Zhiqi, Yan, Shuhao, Zeng, Weimin, Pang, Shiyan

“…In high-resolution remote sensing images, there are areas with weak textures such as large building roofs, which occupy a large number of pixels in the image…”
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Learning Dual Multi-Scale Manifold Ranking for Semantic Segmentation of High-Resolution Images by Zhang, Mi, Hu, Xiangyun, Zhao, Like, Lv, Ye, Luo, Min, Pang, Shiyan

“…Semantic image segmentation has recently witnessed considerable progress by training deep convolutional neural networks (CNNs). The core issue of this…”
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Co-Segmentation and Superpixel-Based Graph Cuts for Building Change Detection from Bi-Temporal Digital Surface Models and Aerial Images by Pang, Shiyan, Hu, Xiangyun, Zhang, Mi, Cai, Zhongliang, Liu, Fengzhu

“…Thanks to the recent development of laser scanner hardware and the technology of dense image matching (DIM), the acquisition of three-dimensional (3D) point…”
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Semi-Global Filtering of Airborne LiDAR Data for Fast Extraction of Digital Terrain Models by Hu, Xiangyun, Ye, Lizhi, Pang, Shiyan, Shan, Jie

“…Automatic extraction of ground points, called filtering, is an essential step in producing Digital Terrain Models from airborne LiDAR data. Scene complexity…”
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Graph convolutional network for automatic detection of teachers' nonverbal behavior by Pang, Shiyan, Lai, Shuhui, Zhang, Anran, Yang, Yuqin, Sun, Daner

“…Accurately discerning teachers' nonverbal behaviors is essential to facilitate their reflective practice and professional growth. Yet, conventional manual…”
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Multi-View Triangulation: Systematic Comparison and an Improved Method by Chen, Jia, Wu, Dongli, Song, Peng, Deng, Fuqin, He, Ying, Pang, Shiyan

“…Triangulation is an important task in the 3D reconstruction of computer vision. It seems simple to find the position of a point in 3D space when its 2D…”
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ICP registration with DCA descriptor for 3D point clouds by He, Ying, Yang, Jun, Hou, Xingming, Pang, Shiyan, Chen, Jia

“…Widely used in three-dimensional (3D) modeling, reverse engineering and other fields, point cloud registration aims to find the translation and rotation matrix…”
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SCA-CDNet: a robust siamese correlation-and-attention-based change detection network for bitemporal VHR images by Pang, Shiyan, Zhang, Anran, Hao, Jingjing, Liu, Fengzhu, Chen, Jia

“…Change detection is a key step in various geographic information applications such as land cover change monitoring, agricultural assessment, natural disaster…”
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SFGT-CD: Semantic Feature-Guided Building Change Detection From Bitemporal Remote-Sensing Images With Transformers by Pang, Shiyan, Lan, Jingjing, Zuo, Zhiqi, Chen, Jia

“…High-resolution remote-sensing-image change detection is widely used in urban dynamic monitoring, geographic information updating, natural disaster monitoring,…”
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Investigating the mechanisms of analytics-supported reflective assessment for fostering collective knowledge by Yang, Yuqin, Chen, Yewen, Feng, Xueqi, Sun, Daner, Pang, Shiyan

“…Helping students gradually develop collective knowledge is critical but generally faces great challenges. Employing a quasi-experimental design, this study…”
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SGM-based seamline determination for urban orthophoto mosaicking by Pang, Shiyan, Sun, Mingwei, Hu, Xiangyun, Zhang, Zuxun

“…Mosaicking is a key step in the production of digital orthophoto maps (DOMs), especially for large-scale urban orthophotos. During this step, manual…”
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Bolstering Performance Evaluation of Image Segmentation Models With Efficacy Metrics in the Absence of a Gold Standard by Tang, Lina, Shao, Jinyuan, Pang, Shiyan, Wang, Yameng, Maxwell, Aaron, Hu, Xiangyun, Gao, Zhi, Lan, Ting, Shao, Guofan

“…Image segmentation using deep learning has become overwhelmingly widespread. However, routine model testing methods can encounter evaluation inconsistencies or…”
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Altered Motor-Striatal Plasticity and Cortical Functioning in Patients with Schizophrenia by Zhou, Dongsheng, Pang, Feng, Liu, Shiyan, Shen, Ying, Liu, Lingjiang, Fang, Zezhong, Wang, Chuang, Hu, Zhenyu, Yuan, Ti-Fei

“…Patients with schizophrenia undergo changes in brain plasticity. In the present study, we characterized motor cortical-striatal plasticity in such patients…”
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Altered Motor-Striatal Plasticity and Cortical Functioning in Patients with Schizophrenia by Dongsheng Zhou Feng Pang Shiyan Liu Ying Shen Lingjiang Liu Zezhong Fang Chuang Wang Zhenyu Hu Ti-Fei Yuan

“…Patients with schizophrenia undergo changes in brain plasticity. In the present study, we characterized motor cortical-striatal plasticity in such patients…”
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