Collection
Few-shot Learning for Intelligent Multimedia Systems
- Submission status
- Closed
This is a Special Issue on: Few-shot Learning for Intelligent Multimedia Systems.
The Guest Editors are: Jiachen Yang, Houbing Song, and Qinggang Meng.
Submission Guidelines: Authors should prepare their manuscript according to the Instructions for Authors available from the Multimedia Systems website. Authors should submit through the online submission site at Multimedia Systems and select “Few-shot Learning for Intelligent Multimedia Systems" when they reach the “Article Type” step in the submission process. Submitted papers should present original, unpublished work, relevant to the topics of the special issue. All submitted papers will be evaluated on the basis of relevance, significance of contribution, technical quality, scholarship, and quality of presentation, by at least three independent reviewers. It is the policy of the journal that no submission, or substantially overlapping submission, be published or be under review at another journal or conference at any time during the review process. Final decisions on all papers are made by the Editor in Chief.
Articles (15 in this collection)
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Numerical computation based few-shot learning for intelligent sea surface temperature prediction
Authors (first, second and last of 4)
- Zhengjian Li
- Jingyi He
- Jiaming Huo
- Content type: Special Issue Paper
- Published: 21 May 2022
- Pages: 3001 - 3013
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A MADDPG-based multi-agent antagonistic algorithm for sea battlefield confrontation
Authors
- Wei Chen
- Jing Nie
- Content type: Special Issue Paper
- Published: 13 April 2022
- Pages: 2991 - 3000
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TMIF: transformer-based multi-modal interactive fusion for automatic rumor detection
Authors
- Jiandong Lv
- Xingang Wang
- Cuiling Shao
- Content type: Special Issue Paper
- Published: 31 March 2022
- Pages: 2979 - 2989
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Optimized multimedia data through computationally intelligent algorithms
Authors
- Neha Sharma
- Chinmay Chakraborty
- Rajeev Kumar
- Content type: Special Issue Paper
- Published: 28 March 2022
- Pages: 2961 - 2977
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Image and audio caps: automated captioning of background sounds and images using deep learning
Authors
- M. Poongodi
- Mounir Hamdi
- Huihui Wang
- Content type: Special Issue Paper
- Open Access
- Published: 26 February 2022
- Pages: 2951 - 2959
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CaDaCa: a new caching strategy in NDN using data categorization
Authors (first, second and last of 6)
- Abdelkader Tayeb Herouala
- Benameur Ziani
- Spyridon Mastorakis
- Content type: Special Issue Paper
- Published: 22 February 2022
- Pages: 2935 - 2950
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Unsupervised single image dehazing with generative adversarial network
Authors
- Wei Ren
- Li Zhou
- Jie Chen
- Content type: Special Issue Paper
- Open Access
- Published: 17 February 2022
- Pages: 2923 - 2933
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Few-shot wind turbine blade damage early warning system based on sound signal fusion
Authors
- Xiaolei Li
- Content type: Special Issue Paper
- Published: 29 January 2022
- Pages: 2913 - 2922
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An object detection-based few-shot learning approach for multimedia quality assessment
Authors (first, second and last of 4)
- Rajdeep Chatterjee
- Ankita Chatterjee
- Muhammad Khurram Khan
- Content type: Special Issue Paper
- Published: 29 January 2022
- Pages: 2899 - 2912
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Conversion of infrared ocean target images to visible images driven by energy information
Authors
- Changlin Chen
- Xuewei Chao
- Content type: Special Issue Paper
- Published: 22 January 2022
- Pages: 2887 - 2898
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Few-shot ship classification based on metric learning
Authors
- You Zhou
- Changlin Chen
- Shukun Ma
- Content type: Special Issue Paper
- Published: 12 October 2021
- Pages: 2877 - 2886
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Radar target recognition based on few-shot learning
Authors (first, second and last of 5)
- Yue Yang
- Zhuo Zhang
- Chengang Lv
- Content type: Special Issue Paper
- Published: 26 July 2021
- Pages: 2865 - 2875
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Visual driving assistance system based on few-shot learning
Authors (first, second and last of 4)
- Shan Liu
- Yichao Tang
- Hansong Su
- Content type: Special Issue Paper
- Published: 22 July 2021
- Pages: 2853 - 2863
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Few-shot imbalanced classification based on data augmentation
Authors
- Xuewei Chao
- Lixin Zhang
- Content type: Special Issue Paper
- Published: 03 July 2021
- Pages: 2843 - 2851