Evaluation on synthesized face sketches

作者: Nannan Wang , Xinbo Gao , Jie Li , Bin Song , Zan Li

DOI: 10.1016/J.NEUCOM.2016.06.070

关键词:

摘要: Face sketch synthesis takes an important role in law enforcement and digital entertainment. For enforcement, it is usually considered as intermediate procedure for based face recognition. In this scenario, recognition accuracy can be used to evaluate the performance of methods some extent, but not directly. However, other applications such entertainment, visual quality much more users. Then inappropriate synthesized sketches. This because mainly depend on discriminative information while sketches heavily relies texture information. To end, we construct a database purpose image assessment (IQA). These are generated by five approaches. addition, eight representative full-reference IQA evaluated database. Some insights found from our experiments, which have great significance transformation problems hallucination. HighlightsWe first evaluation.Subjective evaluations provided sketches.We assess

参考文章(45)
Yibing Song, Linchao Bao, Qingxiong Yang, Ming-Hsuan Yang, Real-Time Exemplar-Based Face Sketch Synthesis Computer Vision – ECCV 2014. pp. 800- 813 ,(2014) , 10.1007/978-3-319-10599-4_51
J. Matas, K. Messer, J. Kittler, Gilbert Maître, Juergen Luettin, XM2VTSDB: The Extended M2VTS Database Proc. Second International Conference on Audio- and Video-based Biometric Person Authentication (AVBPA'99). ,(1999)
AM Martinez, R Benavente, The AR face database CVC Technical Report24. ,vol. 24, ,(1998)
Fei Gao, Jun Yu, Biologically inspired image quality assessment Signal Processing. ,vol. 124, pp. 210- 219 ,(2016) , 10.1016/J.SIGPRO.2015.08.012
Wufeng Xue, Lei Zhang, Xuanqin Mou, Alan C. Bovik, Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index IEEE Transactions on Image Processing. ,vol. 23, pp. 684- 695 ,(2014) , 10.1109/TIP.2013.2293423
Weisi Lin, C.-C. Jay Kuo, Perceptual visual quality metrics: A survey Journal of Visual Communication and Image Representation. ,vol. 22, pp. 297- 312 ,(2011) , 10.1016/J.JVCIR.2011.01.005
Xinbo Gao, Juanjuan Zhong, Dacheng Tao, Xuelong Li, Local face sketch synthesis learning Neurocomputing. ,vol. 71, pp. 1921- 1930 ,(2008) , 10.1016/J.NEUCOM.2007.10.025
Xinbo Gao, Nannan Wang, Dacheng Tao, Xuelong Li, Face Sketch–Photo Synthesis and Retrieval Using Sparse Representation IEEE Transactions on Circuits and Systems for Video Technology. ,vol. 22, pp. 1213- 1226 ,(2012) , 10.1109/TCSVT.2012.2198090
Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li, A Comprehensive Survey to Face Hallucination International Journal of Computer Vision. ,vol. 106, pp. 9- 30 ,(2014) , 10.1007/S11263-013-0645-9
Jinjian Wu, Weisi Lin, Guangming Shi, Anmin Liu, Perceptual Quality Metric With Internal Generative Mechanism IEEE Transactions on Image Processing. ,vol. 22, pp. 43- 54 ,(2013) , 10.1109/TIP.2012.2214048