论文信息 - Face Recognition for Movie Character and Actor Discrimination Based on Similarity Scores

Face Recognition for Movie Character and Actor Discrimination Based on Similarity Scores

A novel face recognition approach dedicated to discriminate between movie characters and actors is presented in the paper. In presented approach, faces are categorized according to similarities determined with regard to their ORB feature descriptors. Constituent procedures, including face normalization, descriptors computation as well as feature matching and similarity discovering are described accurately. Results of their examination are then also reported in details. An exemplary application of the presented approach within the IMCOP platform is presented as well.

Filip Rudzinski | Remigiusz Baran | Andrzej Zeja

[1] Marian B. Gorzalczany,et al. Cluster Analysis Via Dynamic Self-organizing Neural Networks , 2006, ICAISC.

[2] Marian B. Gorzalczany,et al. Generalized Tree-Like Self-Organizing Neural Networks with Dynamically Defined Neighborhood for Cluster Analysis , 2014, ICAISC.

[3] M. Brian Blake,et al. A SOA-Driven Content Discovery and Retrieval Platform , 2008, 2008 10th IEEE Conference on E-Commerce Technology and the Fifth IEEE Conference on Enterprise Computing, E-Commerce and E-Services.

[4] Lucjan Janowski,et al. Perceptual quality assessment for H.264/AVC compression , 2012, 2012 IEEE Consumer Communications and Networking Conference (CCNC).

[5] Bernhard Rinner,et al. A Smart Camera for Traffic Surveillance , 2003 .

[6] Remigiusz Baran,et al. Piecewise-linear subband coding scheme for fast image decomposition , 2014, Multimedia Tools and Applications.

[7] Marian B. Gorzałczany,et al. Handling fuzzy systems’ accuracy-interpretability trade-off by means of multi-objective evolutionary optimization methods – selected problems , 2015 .

[8] Remigiusz Baran,et al. The IMCOP System for Data Enrichment and Content Discovery and Delivery , 2015, 2015 International Conference on Computational Science and Computational Intelligence (CSCI).

[9] Filip Rudzinski,et al. A multi-objective genetic optimization of interpretability-oriented fuzzy rule-based classifiers , 2016, Appl. Soft Comput..