Profil bibliographique

Jiafen Xie

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6Publications signalées
115Citations signalées
0Affiliations récentes

Les domaines associés

Remote-Sensing Image ClassificationAdvanced Image and Video Retrieval TechniquesCoastal and Marine DynamicsImage Retrieval and Classification TechniquesCoastal and Marine Management

Les publications récentes

2024 conference-paper OpenAlex

Geographically adaptive multispectral remote sensing water depth inversion based on BP neural network

Guohua Li, Liyuan Hou, Nan Li, Jiafen Xie et autres

Remote sensing water depth inversion has the advantages of large-scale comprehensive coverage, based on pixel scale, and uniform spatial distribution. It overcomes the shortcomings of traditional depth measurement methods and compensates for the disadvantages of traditional measurements in terms of uncontinuous, multi-point, …

cn (code pays fourni par la source)

0 citations
2024 conference-paper OpenAlex

Continental coastline survey and analysis in Shandong Province based on remote sensing and field investigation

Ruyao Sun, Jiafen Xie, Shijun Ding, Guohua Li et autres

Owing to the interplay of natural forces and human-driven developmental endeavors, the existing continental coastline could no longer precisely depict the foundational state of Shandong Province’s coastline. Shandong Province embarked on a fresh round of continental coastline surveys. Based on remote sensing …

cn (code pays fourni par la source)

0 citations
2020 article OpenAlex

Deep Multiple Instance Convolutional Neural Networks for Learning Robust Scene Representations

Zhili Li, Kai Meng Xu, Jiafen Xie, Qi Bi et autres

The accuracy and efficiency of scene classification have immensely improved with the extensive application of deep convolutional neural networks (CNNs). However, standard CNNs classify images mostly based on the global features from the last fully connected layer, which may cause the negligence …

cn (code pays fourni par la source)

34 citations IEEE Transactions on Geoscience and Remote Sensing
2019 article OpenAlex

APDC-Net: Attention Pooling-Based Convolutional Network for Aerial Scene Classification

Qi Bi, Kun Qin, Han Zhang, Jiafen Xie et autres

Deep learning methods have boosted the performance of a series of visual tasks. However, the aerial image scene classification remains challenging. The object distribution and spatial arrangement in aerial scenes are often more complicated than in natural image scenes. Possible solutions include …

cn (code pays fourni par la source)

80 citations IEEE Geoscience and Remote Sensing Letters
2019 conference-paper OpenAlex

Building Scene Recognition Based on Deep Multiple Instance Learning Convolutional Neural Network Using High Resolution Remote Sensing Image

Jiafen Xie, Kai Meng Xu, Zhili Li, Qi Bi et autres

As the typical man-made objects, buildings play a special role in remote sensing images. This paper proposes a building scene recognition method based on deep multiple instance convolutional neural network. Scene classification is formulated as a multiple instance learning (MIL) problem in …

cn (code pays fourni par la source)

1 citation
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