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Visual Information Learning and Analytics on Cross-Media Big Data

  This special issue focuses on learning methods to achieve high performance Visual Multimedia analysis and understanding under uncontrolled environments in large scale, which is also a very challenging problem. Moreover, it attracts much attention from both the academia and the industry. We hope this topic will aggregate top level works on the new advances in Visual Multimedia analysis and understanding from big surveillance data. The purpose of this collection is to provide a forum for researchers and practitioners to exchange ideas and progress in related areas.

Edited by: Zheng Xu, Junchi Yan and Richard Y. D. Xu

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  1. With the development of society, electricity has become an indispensable material, and the reliability of power grid has become more and more important. The ice-covered power grid will lead to accidents such a...

    Authors: Jiazheng Lu, Yu Ye, Xunjian Xu and Qinpu Li
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:49
  2. When the computer is working, it will transmit the electromagnetic leakage signal containing the video information and receive and process the electromagnetic leakage signal within a certain distance, which ca...

    Authors: Chunwei Miao and Jianlin Hu
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:47
  3. It is difficult to measure infrared radiation quantitatively for fast dynamic targets such as aircraft and missile. At present, there are many problems such as low measurement accuracy, feedback delay, and com...

    Authors: Xiangyao Xue, Chunxiang Liu, Jian Qiao, Wenbao Zhang and Ning Li
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:45
  4. The current face detection in Microsoft HoloLens can only be achieved by remote call of face detection interface algorithm which is, however, restricted by network, resulting in slow detection and failing to m...

    Authors: Jing Huang, Yunyi Shang and Hai Chen
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:41
  5. In distance vocational education, teachers need to analyze according to the expression status of different students, so as to make corresponding training in training to improve training efficiency. At present,...

    Authors: Bin Xu, Xiyuan Li, Hao Liang and Yuan Li
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:39
  6. Aiming at the sensitivity of fuzzy C-means (FCM) method to the initial clustering center and noise data, and the single feature being not able to segment the image effectively, this paper proposes a new image ...

    Authors: Chengfan Li, Lan Liu, Xiankun Sun, Junjuan Zhao and Jingyuan Yin
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:37
  7. Geotechnical engineering material is a kind of heterogeneous composite material. The stone, mineral, gravel, hole, and crack contained in it have different physical and mechanical properties, and their respons...

    Authors: Gang Luo, Shaokang Pan, Yulong Zhang, Hanghang Jia and Liang Chen
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:36
  8. Intelligent transportation system needs to solve the main problems in traffic safety. This paper focuses on the traffic safety caused by fatigue driving based on image recognition of key technologies for resea...

    Authors: Jun Wang, Xiaoping Yu, Qiang Liu and Zhou Yang
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:33
  9. A clear stele image of ancient Chinese calligraphy pieces is very useful for studying ancient Chinese calligraphy. However, due to hundreds of or even thousands of years of natural or artificial damage on stel...

    Authors: Feihang Ge and Lifeng He
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:32
  10. As an information carrier with rich semantics, images contain more sentiment than texts and audios. So, images are increasingly used by people to express their opinions and sentiments in social network. The se...

    Authors: Haitao Xiong, Qing Liu, Shaoyi Song and Yuanyuan Cai
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:30
  11. This paper firstly analyzes the basic principle of generating fractal art graphics and the artistic features of graphics and then uses scientific visualization method to innovate and improve the theoretical mo...

    Authors: Weijie Wang, Gaopeng Zhang, Luming Yang and Wei Wang
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:29
  12. This study proposes a nonlocal total variation restoration method to address multiplicative noise removal problems. The strictly convex, objective, nonlocal, total variation effectively utilizes prior informat...

    Authors: Mingju Chen, Hua Zhang, Qiang Han and Chen Cheng Huang
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:28
  13. Graph matching and classification play fundamental roles in computer vision. The computational complexity of the conventional method based on a spectrum method is high, which prevents it from handling large gr...

    Authors: Jialing Zhang and Kun Qian
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:26
  14. In this paper, some properties of the fractional-order four-dimensional (4D) hyperchaotic memristive system are analyzed by the phase diagram, Lyapunov exponent spectrum and bifurcation diagram according to th...

    Authors: Peng Li, Ji Xu, Jun Mou and Feifei Yang
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:22
  15. In the process of picking, actinidia arguta has difficulty in image recognition and occlusion problems, and there are few studies on kiwifruit recognition. Based on this, this study uses the color model to per...

    Authors: Dejiang Liu, Jian Shen, Hongsheng Yang, Qiang Niu and Qingxi Guo
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:21
  16. Aiming at how to improve the efficiency of image edge detection, an image edge detection method based on least squares support vector machine (LSSVM) and cellular automata is proposed. Firstly, a new kernel fu...

    Authors: Fei Peng, Shuqiang Wang and Shuo Liang
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:14
  17. When it comes to the studies concerning human-computer interaction, human posture recognition which was established on the basis of Kinect is widely acknowledged as a vital studying field. However, there exist...

    Authors: Bo Li, Cheng Han and Baoxing Bai
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:8
  18. The improvement of vocal singing technology involves many factors, and it is difficult to achieve the desired effect by human analysis alone. Based on this, this study based on spectrum image analysis uses the...

    Authors: Jian Sun
    Citation: EURASIP Journal on Image and Video Processing 2019 2019:4
  19. UAV remote sensing has been widely used in emergency rescue, disaster relief, environmental monitoring, urban planning, and so on. Image recognition and image location in environmental monitoring has become an...

    Authors: Kunrong Zhao, Tingting He, Shuang Wu, Songling Wang, Bilan Dai, Qifan Yang and Yutao Lei
    Citation: EURASIP Journal on Image and Video Processing 2018 2018:150
  20. In the port transportation, the transportation vehicle is extremely easy to cause a bad condition in the transportation process due to the influence of foreign matter, and the current foreign matter detection ...

    Authors: Liupeng Jiang, Guangyi Peng, Bo Xu, Yuhua Lu and Wei Wang
    Citation: EURASIP Journal on Image and Video Processing 2018 2018:147
  21. Hollow grouted rock bolts are widely used in deep soft rock roadways. The density of grout has a significant influence on the anchorage quality. However, there is still a lack of effective methods to detect th...

    Authors: Yang Hao, Yu Wu, Pan Li, Jing Tao, Yi Teng and Guan Hao
    Citation: EURASIP Journal on Image and Video Processing 2018 2018:146
  22. In view of the problems in the real-time traffic video monitoring that the adaptive vehicle extraction is greatly affected by the environmental factors such as the illumination, noise, and so on; the missed de...

    Authors: Shijun Yu and Shejun Deng
    Citation: EURASIP Journal on Image and Video Processing 2018 2018:145
  23. Surface-opening crack is one of the main defects in concrete bridges, which results in degradation in the load-carrying capacity of these structures. Thus, estimating the depth of such surface-opening crack is...

    Authors: Yamin Sun, Pingming Huang, Jufeng Su and Tao Wang
    Citation: EURASIP Journal on Image and Video Processing 2018 2018:144
  24. By using deep learning-based strategy, the performance of face recognition tasks has been significantly enhanced. However, the verification and discrimination of the faces with occlusions still remain a challe...

    Authors: Lei Yang, Jie Ma, Jian Lian, Yan Zhang and Houquan Liu
    Citation: EURASIP Journal on Image and Video Processing 2018 2018:143
  25. Due to the messy logistics goods in the port area, some automatic transport vehicles often have errors in cargo transportation due to large path identification errors. Based on this, this study is based on ima...

    Authors: Liupeng Jiang, Yongjiao Fan, Qianying Sheng, Xuejun Feng and Wei Wang
    Citation: EURASIP Journal on Image and Video Processing 2018 2018:141
  26. In order to solve the geometric offset caused by replacing the filter during imaging of multichannel spectral image data, a multichannel spectral image registration method based on SURF feature merged with max...

    Authors: Ke Wang, Huiqin Wang, Meng Wu, Zhan Wang and Jialin Liu
    Citation: EURASIP Journal on Image and Video Processing 2018 2018:140
  27. In many cases, databases are incompetent to meet the requirement of the quick query identification and processing of bar codes, such as the automatic sorting system of giant logistics warehouse. Bloom filter c...

    Authors: Mai Jiang, Chunsheng Zhao, Zaifeng Mo and Jing Wen
    Citation: EURASIP Journal on Image and Video Processing 2018 2018:139
  28. With the development of information technology, people access information more and more rely on the network, and more than 80% of the information in the network is replaced by multimedia technology represented...

    Authors: Lina Zhang, Lijuan Zhang and Liduo Zhang
    Citation: EURASIP Journal on Image and Video Processing 2018 2018:138