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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. Content type: Research

    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

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  2. Content type: Research

    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

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  3. Content type: Research

    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

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  4. Content type: Research

    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

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  5. Content type: Research

    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

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  6. Content type: Research

    With the increasing demand for confidentiality of information, traditional identification tools are no longer sufficient. As a new biological signal, EEG signal has the advantage of being difficult to forge an...

    Authors: Qingjun Wang, Yibo Li and Xueping Liu

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:134

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  7. Content type: Research

    Intangible cultural heritage has the characteristics of regionality, uniqueness, and liveness. Its protection and inheritance are faced with many challenges, and can be resolved by integrating with the scenic ...

    Authors: Yue Zhang, Mingqing Han and Weiwei Chen

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:130

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  8. Content type: Research

    In order to study the performance of rubber sound-absorbing materials, this study processed the surface of ethylene-propylene diene monomer (EPDM) rubber sound-absorbing materials based on image recognition. S...

    Authors: Kun Wang and Xiong Yan

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:128

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  9. Content type: Research

    Considering the non-uniqueness and instability of concrete defect detection in construction engineering, ultrasonic time of flight data and maximum likelihood expectation maximization algorithm were proposed t...

    Authors: Honghui Fan and Hongjin Zhu

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:129

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  10. Content type: Research

    With the development of information technology, the demand for information security is increasing. For more convenient and safer needs, the encryption technology based on biometrics has developed rapidly. Amon...

    Authors: Xiulai Li, Yirui Jiang, Mingrui Chen and Fang Li

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:126

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  11. Content type: Research

    This paper tackles a recent challenge in patrol image processing on how to improve the identification accuracy for power component, especially for the scenarios including many interference objects. Our propose...

    Authors: Jingsheng Lei, Wenbin Shi, Zhichao Lei and Fengyong Li

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:122

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  12. Content type: Research

    The detection accuracy of the light stripe centers is an important factor based on the structured light vision measurement, and the quality of the light stripe images is a prerequisite for accurately detecting...

    Authors: Siyuan Liu, Haojing Bao, Yunhui Zhang, Fenghui Lian, Zhihui Zhang and Qingchang Tan

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:124

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  13. Content type: Research

    With the development of information technology, especially the development of visual image processing technology, more and more automated production links, such as injection molding production, use visualizati...

    Authors: Weiping Zhang, Xiujuan Li, Yalin Li, Mohit Kumar and Yihua Mao

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:123

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  14. Content type: Research

    Accurate measurement of foot shape feature parameters is extremely important in the process of customized shoemaking. A 3D foot’s depth image collected by second-generation Kinect is used to propose a foot sha...

    Authors: Mo Wang, Xin’an Wang, Zhuochen Fan, Sixu Zhang, Chen Peng and Zhong Liu

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:119

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  15. Content type: Research

    Widespread industrial products, which are usually texture-less, are mainly represented with 3D boundary representation (B-Rep) model for designing and manufacturing, hence the pose estimation of texture-less o...

    Authors: Jihua Wang and Wei Yan

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:117

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  16. Content type: Research

    With the improvement of living standards, personalized clothing customization has become a trend of people’s apparel demand. The key factor in personalized clothing customization is a three-dimensional human m...

    Authors: Pengcheng Wei, Jiao Jiang and Li Li

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:116

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  17. Content type: Research

    Multi-label sorting learning has been successful in many fields. It can not only express the complex semantic information of learning objects, but also present good generalization ability in dealing with compl...

    Authors: Zijiang Zhu, Hang Chen, Yi Hu and Junshan Li

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:114

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  18. Content type: Research

    In order to effectively improve the flexural strength and fracture toughness of ceramics, two methods can be used to control the growth rate of grain during sintering of ceramic materials by adding a certain a...

    Authors: Xiaowei Gu and Yiqin Sun

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:110

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  19. Content type: Research

    In this paper, we present an efficient and effective framework for vehicle detection and classification from traffic surveillance cameras. First, we cluster the vehicle scales and aspect ratio in the vehicle d...

    Authors: Linkai Chen, Feiyue Ye, Yaduan Ruan, Honghui Fan and Qimei Chen

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:109

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  20. Content type: Research

    Image quality assessment methods quantify the quality of an image that is highly correlated with human-perceived image quality. In this paper, the image quality is represented by the image patches that are sel...

    Authors: Chuang Zhang, Xianzhao Yang, Xiaoyu Huang, Guiyue Yu and Suting Chen

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:111

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  21. Content type: Research

    Time series remote sensing image is an important resource for dynamic monitoring of resources and environment, and its abundant time spectrum information can be used to characterize the dynamic change of veget...

    Authors: Jiaxing Xu, Hua Zhao, Pengcheng Yin, Duo Jia and Gang Li

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:113

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  22. Content type: Research

    To improve the reconfigurable micro mobile robot cluster system based on precision detection, a positioning and tracking system based on computer digital image processing technology was developed. The system c...

    Authors: Guifeng Wu, Jie Zheng, Jiatong Bao and Shengquan Li

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:107

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  23. Content type: Research

    Borehole ground-penetrating radar (hereinafter referred to as GPR) technology is a geophysical detection method in the well, in which, the high-frequency electromagnetic waves are transmitted to stratum and th...

    Authors: Longfei Dang, Hongchun Yang and Baohua Teng

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:105

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  24. Content type: Research

    The fitness training system needs to capture the training staff dynamics in real time, but it is difficult to capture the training staff dynamics during the actual training process. Based on this, this study u...

    Authors: Lei Wang, Tuojian Li, Jinhai Sun and Xianliang Zhang

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:102

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  25. Content type: Research

    In developed countries, the automation and intelligent development of vehicles has reached a relatively high level and has gradually developed in China. In recent years, algorithms for lane detection have emer...

    Authors: Zhong-xun Wang and Wenqi Wang

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:98

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  26. Content type: Research

    Through the calculation of gemological chromaticity, the green characters and range of chromaticity of 728 cabochon jadeite jade were determined, and then it studies and compares with GemDialogue color card im...

    Authors: Ying Guo, Xiang Zong, Ming Qi, Ye Zhang and Huan Wang

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:95

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  27. Content type: Research

    Haptic devices have been applied in interactive operation to perform contact tasks. To explore the haptic perception characteristics of typical push-pull and rotation operation, an experimental system was buil...

    Authors: Huijun Li, Aiguo Song, Bowei Li, Baoguo Xu and Hong Zeng

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:94

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  28. Content type: Research

    Modern production lines for refrigerator take advantage of automated inspection equipment that relies on cameras. As an emerging problem, refrigerator classification based on images from its front view is pote...

    Authors: Yongchang Gao, Jian Lian and Bin Gong

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:93

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  29. Content type: Research

    For serious radial distortion and high precision measurement, 3D measurement model is studied in the paper. Based on the two-step calibration algorithm, a round initialization window is proposed to calculate t...

    Authors: Siyuan Liu, Yachao Zhang, Yunhui Zhang, Tianchi Shao and Minqiao Yuan

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:88

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  30. Content type: Research

    The remote sensing technology of unmanned aerial vehicle (UAV) is a low altitude remote sensing technology. The technology has been widely used in military, agricultural, medical, geographical mapping, and oth...

    Authors: Weiping Zhang, Xiujuan Li, Junfeng Yu, Mohit Kumar and Yihua Mao

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:85

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  31. Content type: Research

    Face recognition technology is an application technology of information security, which is a kind of multi-disciplinary technology, such as comprehensive mathematics, pattern recognition, and biological charac...

    Authors: Pengcheng Wei, Zhen Zhou, Li Li and Jiao Jiang

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:83

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  32. Content type: Research

    The coastline of Zhejiang is the most intensively developed region in China for industry. Based on GF-1 images, an object-oriented classification for coastline was created to monitor coastline exploitation sta...

    Authors: Anning Suo, Hongwei Ma, Fang Li, Baoquan Wei, Yong Lin and Jianhua Zhao

    Citation: EURASIP Journal on Image and Video Processing 2018 2018:84

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