• 中国精品科技期刊
  • CCF推荐A类中文期刊
  • 计算领域高质量科技期刊T1类
Advanced Search
Jiang Shuqiang, Min Weiqing, Wang Shuhui. Survey and Prospect of Intelligent Interaction-Oriented Image Recognition Techniques[J]. Journal of Computer Research and Development, 2016, 53(1): 113-122. DOI: 10.7544/issn1000-1239.2016.20150689
Citation: Jiang Shuqiang, Min Weiqing, Wang Shuhui. Survey and Prospect of Intelligent Interaction-Oriented Image Recognition Techniques[J]. Journal of Computer Research and Development, 2016, 53(1): 113-122. DOI: 10.7544/issn1000-1239.2016.20150689

Survey and Prospect of Intelligent Interaction-Oriented Image Recognition Techniques

More Information
  • Published Date: December 31, 2015
  • Vision plays an important role in both the human interaction and human-nature interaction. Furthermore, equipping the terminals with the intelligent visual recognition and interaction is one of the core challenges in artificial intelligence and computer technology, and also one of lofty goals. With the rapid development of visual recognition techniques, in recent years the emerging new techniques and problems have been produced. Correspondingly, the applications with the intelligent interaction also present a few new characteristics, which are changing our original understanding of the visual recognition and interaction. We give a survey on image recognition techniques, covering recent advances in regarding to visual recognition, visual description, visual question and answering (VQA). Specifically, we first focus on the deep learning approaches for image recognition and scene classification. Next, the latest techniques in visual description and VQA are analyzed and discussed. Then we introduce visual recognition and interaction applications in mobile devices and robots. Finally, we discuss future research directions in this field.
  • Related Articles

    [1]Wang Chuang, Ding Yan, Huang Chenlin, Song Liantao. Bitsliced Optimization of SM4 Algorithm with the SIMD Instruction Set[J]. Journal of Computer Research and Development, 2024, 61(8): 2097-2109. DOI: 10.7544/issn1000-1239.202220531
    [2]Li Maowen, Qu Guoyuan, Wei Dazhou, Jia Haipeng. Performance Optimization of Neural Network Convolution Based on GPU Platform[J]. Journal of Computer Research and Development, 2022, 59(6): 1181-1191. DOI: 10.7544/issn1000-1239.20200985
    [3]Shen Jie, Long Biao, Jiang Hao, Huang Chun. Implementation and Optimization of Vector Trigonometric Functions on Phytium Processors[J]. Journal of Computer Research and Development, 2020, 57(12): 2610-2620. DOI: 10.7544/issn1000-1239.2020.20190721
    [4]Zhang Jun, Xie Jingcheng, Shen Fanfan, Tan Hai, Wang Lümeng, He Yanxiang. Performance Optimization of Cache Subsystem in General Purpose Graphics Processing Units: A Survey[J]. Journal of Computer Research and Development, 2020, 57(6): 1191-1207. DOI: 10.7544/issn1000-1239.2020.20200113
    [5]Sun Chang’ai, Wang Zhen, Pan Lin. Optimized Mutation Testing Techniques for WS-BPEL Programs[J]. Journal of Computer Research and Development, 2019, 56(4): 895-905. DOI: 10.7544/issn1000-1239.2019.20180037
    [6]Liu Song, Wu Weiguo, Zhao Bo, Jiang Qing. Loop Tiling for Optimization of Locality and Parallelism[J]. Journal of Computer Research and Development, 2015, 52(5): 1160-1176. DOI: 10.7544/issn1000-1239.2015.20131387
    [7]Wang Yongxian, Zhang Lilun, Che Yonggang, Xu Chuanfu, Liu Wei, Cheng Xinghua. Heterogeneous Computing and Optimization on Tianhe-2,Supercomputer System for High-Order Accurate CFD Applications[J]. Journal of Computer Research and Development, 2015, 52(4): 833-842. DOI: 10.7544/issn1000-1239.2015.20131922
    [8]Gu Rong, Yan Jinshuang, Yang Xiaoliang, Yuan Chunfeng, and Huang Yihua. Performance Optimization for Short Job Execution in Hadoop MapReduce[J]. Journal of Computer Research and Development, 2014, 51(6): 1270-1280.
    [9]Luo Hongbing, Zhang Xiaoxia, Wang Wei, and Wu Linping. Instruction Level Parallel Optimizing for Scientific Computing Application[J]. Journal of Computer Research and Development, 2014, 51(6): 1263-1269.
    [10]Li Lei, Niu Chunlei, Chen Ningjiang, Wei Jun. A High-Performance Strategy for Optimizing Web Services[J]. Journal of Computer Research and Development, 2007, 44(7): 1191-1198.
  • Cited by

    Periodical cited type(5)

    1. 郭炜杰,包晓安. 基于Ajax的智能终端一次性口令身份认证仿真. 计算机仿真. 2023(07): 176-179 .
    2. 罗娟,章翠君,王纯. 基于众包的多楼层定位方法. 计算机研究与发展. 2022(02): 452-462 . 本站查看
    3. 胡美慧,向志威. 基于离散余弦变换的电力营销系统客户权限自动识别方法. 自动化技术与应用. 2022(05): 125-129 .
    4. 赵鹏飞. 港口身份智能识别系统设计与实现. 舰船科学技术. 2021(14): 202-204 .
    5. 倪志文,马小虎,孙霄,边丽娜. 结合显式和隐式特征交互的深度融合模型. 计算机工程. 2020(03): 87-92+98 .

    Other cited types(9)

Catalog

    Article views (2868) PDF downloads (4312) Cited by(14)

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return