Suchergebnisse - "Lei, Tao"

A review of Convolutional-Neural-Network-based action recognition von Yao, Guangle, Lei, Tao, Zhong, Jiandan

“… •We provide a review of Convolutional Neural Network based action recognition.•The review follows a clue of temporal information exploitation.•We discuss the …”
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Significantly Fast and Robust Fuzzy C-Means Clustering Algorithm Based on Morphological Reconstruction and Membership Filtering von Lei, Tao, Jia, Xiaohong, Zhang, Yanning, He, Lifeng, Meng, Hongying, Nandi, Asoke K.

“… As fuzzy c-means clustering (FCM) algorithm is sensitive to noise, local spatial information is often introduced to an objective function to improve the …”
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Superpixel-Based Fast Fuzzy C-Means Clustering for Color Image Segmentation von Lei, Tao, Jia, Xiaohong, Zhang, Yanning, Liu, Shigang, Meng, Hongying, Nandi, Asoke K.

“… A great number of improved fuzzy c-means (FCM) clustering algorithms have been widely used for grayscale and color image segmentation. However, most of them …”
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Difference Enhancement and Spatial-Spectral Nonlocal Network for Change Detection in VHR Remote Sensing Images von Lei, Tao, Wang, Jie, Ning, Hailong, Wang, Xingwu, Xue, Dinghua, Wang, Qi, Nandi, Asoke K.

“… The popular Siamese convolutional neural networks (CNNs) for remote sensing (RS) image change detection (CD) often suffer from two problems. First, they either …”
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Spatial-Spectral Attention Network Guided With Change Magnitude Image for Land Cover Change Detection Using Remote Sensing Images von Lv, Zhiyong, Wang, Fengjun, Cui, Guoqing, Benediktsson, Jon Atli, Lei, Tao, Sun, Weiwei

“… Land cover change detection (LCCD) using remote sensing images (RSIs) plays an important role in natural disaster evaluation, forest deformation monitoring, …”
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Semi-supervised medical image segmentation using adversarial consistency learning and dynamic convolution network von Lei, Tao, Zhang, Dong, Du, Xiaogang, Wang, Xuan, Wan, Yong, Nandi, Asoke K.

“… Popular semi-supervised medical image segmentation networks often suffer from error supervision from unlabeled data since they usually use consistency learning …”
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Single-Frame Infrared Small Target Detection by High Local Variance, Low-Rank and Sparse Decomposition von Liu, Yujia, Liu, Xianyuan, Hao, Xuying, Tang, Wei, Zhang, Sanxing, Lei, Tao

“… Single-Frame Infrared Small Target Detection (SF-IRSTD) has grown in popularity due to its broad application. Several models based on Low-Rank and Sparse …”
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Interleukin-6 Signaling Pathway and Its Role in Kidney Disease: An Update von Su, Hua, Lei, Chun-Tao, Zhang, Chun

“… Interleukin-6 (IL-6) is a pleiotropic cytokine that not only regulates the immune and inflammatory response but also affects hematopoiesis, metabolism, and …”
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Automatic Fuzzy Clustering Framework for Image Segmentation von Lei, Tao, Liu, Peng, Jia, Xiaohong, Zhang, Xuande, Meng, Hongying, Nandi, Asoke K.

“… Clustering algorithms by minimizing an objective function share a clear drawback of having to set the number of clusters manually. Although density peak …”
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Smart Traffic Navigation System for Fault-Tolerant Edge Computing of Internet of Vehicle in Intelligent Transportation Gateway von Yang, Shuangming, Tan, Jiangtong, Lei, Tao, Linares-Barranco, Bernabe

“… To investigate the diversified technologies in Internet of Vehicles (IoVs) under intelligent edge computing, brain-inspired computing techniques are proposed …”
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Brain Functional Networks Based on Resting-State EEG Data for Major Depressive Disorder Analysis and Classification von Zhang, Bingtao, Yan, Guanghui, Yang, Zhifei, Su, Yun, Wang, Jinfeng, Lei, Tao

“… If the brain is regarded as a system, it will be one of the most complex systems in the universe. Traditional analysis and classification methods of major …”
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Adaptive Morphological Reconstruction for Seeded Image Segmentation von Tao Lei, Xiaohong Jia, Tongliang Liu, Shigang Liu, Hongying Meng, Nandi, Asoke K.

“… Morphological reconstruction (MR) is often employed by seeded image segmentation algorithms such as watershed transform and power watershed, as it is able to …”
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Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images von Lei, Tao, Geng, Xinzhe, Ning, Hailong, Lv, Zhiyong, Gong, Maoguo, Jin, Yaochu, Nandi, Asoke K.

“… Deep convolutional neural networks (CNNs) have achieved much success in remote sensing image change detection (CD) but still suffer from two main problems …”
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Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks von Lei, Tao, Zhang, Yuxiao, Lv, Zhiyong, Li, Shuying, Liu, Shigang, Nandi, Asoke K.

“… Most of the approaches used for Landslide inventory mapping (LIM) rely on traditional feature extraction and unsupervised classification algorithms. However, …”
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Robust Vehicle Detection in Aerial Images Based on Cascaded Convolutional Neural Networks von Zhong, Jiandan, Lei, Tao, Yao, Guangle

“… Vehicle detection in aerial images is an important and challenging task. Traditionally, many target detection models based on sliding-window fashion were …”
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Towards catalytic reactions of Cu single-atom catalysts: Recent progress and future perspective von Zhao, Yitao, Tao, Lei

“… One of the urgent and challenging topics in diversified sustainable energy conversion is the development of high-performance, low-cost, and well durable …”
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Medical image segmentation using deep learning: A survey von Wang, Risheng, Lei, Tao, Cui, Ruixia, Zhang, Bingtao, Meng, Hongying, Nandi, Asoke K.

“… Deep learning has been widely used for medical image segmentation and a large number of papers has been presented recording the success of deep learning in the …”
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MSTDSNet-CD: Multiscale Swin Transformer and Deeply Supervised Network for Change Detection of the Fast-Growing Urban Regions von Song, Fei, Zhang, Sanxing, Lei, Tao, Song, Yixuan, Peng, Zhenming

“… Deep learning algorithms have recently provided new ideas for various change detection (CD) tasks, which have yielded promising results. However, accurately …”
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Polymeric AIE-based nanoprobes for biomedical applications: recent advances and perspectives von Zhang, Xiaoyong, Wang, Ke, Liu, Meiying, Zhang, Xiqi, Tao, Lei, Chen, Yiwang, Wei, Yen

“… The development of polymeric luminescent nanomaterials for biomedical applications has recently attracted a large amount of attention due to the remarkable …”
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Dual-Structure Elements Morphological Filtering and Local Z-Score Normalization for Infrared Small Target Detection against Heavy Clouds von Peng, Lingbing, Lu, Zhi, Lei, Tao, Jiang, Ping

“… Infrared (IR) small target detection in sky scenes is crucial for aerospace, border security, and atmospheric monitoring. Most current works are typically …”
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