Advanced search
Publication Cover
International Journal of Digital Earth Volume 8, 2015 - Issue 4
Submit an article Journal homepage
541
Views
39
CrossRef citations to date
0
Altmetric
Original Articles

An improved Bag-of-Words framework for remote sensing image retrieval in large-scale image databases

Jin YangInstitute of Remote Sensing and Digital Earth Chinese Academy of Sciences, Beijing, China;University of Chinese Academy of Sciences, Beijing, ChinaCorrespondence[email protected]
,
Jianbo LiuInstitute of Remote Sensing and Digital Earth Chinese Academy of Sciences, Beijing, China
&
Qin DaiInstitute of Remote Sensing and Digital Earth Chinese Academy of Sciences, Beijing, China
Pages 273-292 | Received 02 Apr 2013, Accepted 08 Jan 2014, Published online: 05 Feb 2014

Citations (39)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (2)

Wei Xiong, Zhenyu Xiong, Yaqi Cui & Yafei Lv. (2020) Deep multi-feature fusion network for remote sensing images. Remote Sensing Letters 11:6, pages 563-571.
Read now
Jiaying Gong, Yanyan Xu & Xiao Zhao. (2018) A Privacy-preserving Image Retrieval Method Based on Improved BoVW Model in Cloud Environment. IETE Technical Review 35:sup1, pages 76-84.
Read now

Articles from other publishers (37)

Wei Xiong, Zhenyu Xiong, Yaqi Cui, Linzhou Huang & Ruining Yang. (2023) An Interpretable Fusion Siamese Network for Multi-Modality Remote Sensing Ship Image Retrieval. IEEE Transactions on Circuits and Systems for Video Technology 33:6, pages 2696-2712.
Crossref
Dongjie Zhao, Yaxiong Chen & Shengwu Xiong. (2023) Multiscale Context Deep Hashing for Remote Sensing Image Retrieval. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 7163-7172.
Crossref
Weixun Zhou, Haiyan Guan, Ziyu Li, Zhenfeng Shao & Mahmoud R. Delavar. (2023) Remote Sensing Image Retrieval in the Past Decade: Achievements, Challenges, and Future Directions. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 1447-1473.
Crossref
Rajesh Yelchuri, Alaa O. Khadidos, Adil O. Khadidos, Abdulrhman M. Alshareef, Gandharba Swain & Jatindra Kumar Dash. (2023) Deep Semantic Feature Reduction for Efficient Remote Sensing Image Retrieval. IEEE Access 11, pages 112787-112803.
Crossref
Jingjing Ma, Duanpeng Shi, Xu Tang, Xiangrong Zhang & Licheng Jiao. (2022) Dual Modality Collaborative Learning for Cross-Source Remote Sensing Retrieval. Remote Sensing 14:6, pages 1319.
Crossref
Ziming Zeng, Shouqiang Sun, Tingting Li, Jie Yin, Yueyan Shen & Qian Huang. (2022) Exploring the topic evolution of Dunhuang murals through image classification. Journal of Information Science, pages 016555152210743.
Crossref
Hilly Gohain Baruah, Vijay Kumar Nath & Deepika Hazarika. (2022) Remote Sensing Image Retrieval Based on 3D-Local Ternary Pattern (LTP) Features and Non-subsampled Shearlet Transform (NSST) Domain Statistical Features. Computer Modeling in Engineering & Sciences 131:1, pages 137-164.
Crossref
Wei Xiong, Zhenyu Xiong & Yaqi Cui. (2022) A Confounder-Free Fusion Network for Aerial Image Scene Feature Representation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pages 5440-5454.
Crossref
Jyoti S. Shukla, Kriti Rastogi, Hetal Patel, Gaurav Jain & Shashikant Sharma. 2022. Proceedings of the International e-Conference on Intelligent Systems and Signal Processing. Proceedings of the International e-Conference on Intelligent Systems and Signal Processing 475 486 .
Xinran Liu, Zhongju Wang, Long Wang, Chao Huang & Xiong Luo. (2021) A Hybrid Rao-NM Algorithm for Image Template Matching. Entropy 23:6, pages 678.
Crossref
Chao Liu, Jingjing Ma, Xu Tang, Fang Liu, Xiangrong Zhang & Licheng Jiao. (2021) Deep Hash Learning for Remote Sensing Image Retrieval. IEEE Transactions on Geoscience and Remote Sensing 59:4, pages 3420-3443.
Crossref
Yansheng Li, Jiayi Ma & Yongjun Zhang. (2021) Image retrieval from remote sensing big data: A survey. Information Fusion 67, pages 94-115.
Crossref
Maoding Zhang, Qimin Cheng, Fang Luo & Lan Ye. (2021) A Triplet Nonlocal Neural Network With Dual-Anchor Triplet Loss for High-Resolution Remote Sensing Image Retrieval. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 2711-2723.
Crossref
Chao Liu, Xu Tang, Jingjing Ma, Xiangrong Zhang, Fang Liu, Junyong Ma & Licheng Jiao. (2020) Remote Sensing Images Feature Learning based On Multi-Branch Networks. Remote Sensing Images Feature Learning based On Multi-Branch Networks.
Xin-Yi Tong, Gui-Song Xia, Fan Hu, Yanfei Zhong, Mihai Datcu & Liangpei Zhang. (2020) Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation. IEEE Transactions on Big Data 6:3, pages 507-521.
Crossref
Taghreed Abdullah, Yakoub Bazi, Mohamad M. Al Rahhal, Mohamed L. Mekhalfi, Lalitha Rangarajan & Mansour Zuair. (2020) TextRS: Deep Bidirectional Triplet Network for Matching Text to Remote Sensing Images. Remote Sensing 12:3, pages 405.
Crossref
Wei Xiong, Zhenyu Xiong, Yang Zhang, Yaqi Cui & Xiangqi Gu. (2020) A Deep Cross-Modality Hashing Network for SAR and Optical Remote Sensing Images Retrieval. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13, pages 5284-5296.
Crossref
Yishu Liu, Conghui Chen, Zhengzhuo Han, Liwang Ding & Yingbin Liu. (2020) High-Resolution Remote Sensing Image Retrieval Based on Classification-Similarity Networks and Double Fusion. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13, pages 1119-1133.
Crossref
Wei Xiong, Zhenyu Xiong, Yaqi Cui & Yafei Lv. (2020) A Discriminative Distillation Network for Cross-Source Remote Sensing Image Retrieval. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13, pages 1234-1247.
Crossref
Hua Shao, Yang Li, Yuan Ding, Qifeng Zhuang & Yicong Chen. (2020) Land Use Classification Using High-Resolution Remote Sensing Images Based on Structural Topic Model. IEEE Access 8, pages 215943-215955.
Crossref
Yishu Liu, Conghui Chen, Zhengzhuo Han, Yingbin Liu & Liwang Ding. 2020. Pattern Recognition and Artificial Intelligence. Pattern Recognition and Artificial Intelligence 394 403 .
Xiao Zhao & Yanyan Xu. (2019) Remote sensing image retrieval method based on improved fast search and find of density peaks—bag of visual words model. Journal of Applied Remote Sensing 13:04, pages 1.
Crossref
Ushasi Chaudhuri, Biplab Banerjee & Avik Bhattacharya. (2019) Siamese graph convolutional network for content based remote sensing image retrieval. Computer Vision and Image Understanding 184, pages 22-30.
Crossref
Wei Xiong, Yafei Lv, Yaqi Cui, Xiaohan Zhang & Xiangqi Gu. (2019) A Discriminative Feature Learning Approach for Remote Sensing Image Retrieval. Remote Sensing 11:3, pages 281.
Crossref
Famao Ye, Meng Dong, Wei Luo, Xiaoyong Chen & Weidong Min. (2019) A New Re-Ranking Method Based on Convolutional Neural Network and Two Image-to-Class Distances for Remote Sensing Image Retrieval. IEEE Access 7, pages 141498-141507.
Crossref
Weixun Zhou, Shawn Newsam, Congmin Li & Zhenfeng Shao. (2018) PatternNet: A benchmark dataset for performance evaluation of remote sensing image retrieval. ISPRS Journal of Photogrammetry and Remote Sensing 145, pages 197-209.
Crossref
Zhenfeng Shao, Ke Yang & Weixun Zhou. (2018) Performance Evaluation of Single-Label and Multi-Label Remote Sensing Image Retrieval Using a Dense Labeling Dataset. Remote Sensing 10:6, pages 964.
Crossref
Xiaobin Zhu, Qian Wang, Peng Li, Xiao-Yu Zhang & Lei Wang. (2018) Learning region-wise deep feature representation for image analysis. Journal of Ambient Intelligence and Humanized Computing.
Crossref
Peng Li, Peng Ren, Xiaoyu Zhang, Qian Wang, Xiaobin Zhu & Lei Wang. (2018) Region-Wise Deep Feature Representation for Remote Sensing Images. Remote Sensing 10:6, pages 871.
Crossref
Peng Li, Xiaoyu Zhang, Xiaobin Zhu & Peng Ren. (2018) Online Hashing for Scalable Remote Sensing Image Retrieval. Remote Sensing 10:5, pages 709.
Crossref
Biplab Banerjee & Subhasis Chaudhuri. (2018) Scene Recognition From Optical Remote Sensing Images Using Mid-Level Deep Feature Mining. IEEE Geoscience and Remote Sensing Letters, pages 1-5.
Crossref
Jing Zhang, Wenhao Geng, Xi Liang, Li Zhuo & Lu Chen. (2017) Secure retrieval method of hyperspectral image in encrypted domain. Journal of Applied Remote Sensing 11:03, pages 1.
Crossref
Zhifeng Xiao, Yang Long, Deren Li, Chunshan Wei, Gefu Tang & Junyi Liu. (2017) High-Resolution Remote Sensing Image Retrieval Based on CNNs from a Dimensional Perspective. Remote Sensing 9:7, pages 725.
Crossref
Peng Li & Peng Ren. (2017) Partial Randomness Hashing for Large-Scale Remote Sensing Image Retrieval. IEEE Geoscience and Remote Sensing Letters 14:3, pages 464-468.
Crossref
Shuang Li, Chengqi Cheng, Bo Chen & Li Meng. (2016) Integration and management of massive remote-sensing data based on GeoSOT subdivision model. Journal of Applied Remote Sensing 10:3, pages 034003.
Crossref
Bai Li. (2016) An evolutionary approach for image retrieval based on lateral inhibition. Optik 127:13, pages 5430-5438.
Crossref
Wenhao Geng, Jing Zhang, Li Zhuo, Jihong Liu & Lu Chen. 2016. Advances in Multimedia Information Processing - PCM 2016. Advances in Multimedia Information Processing - PCM 2016 116 125 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.