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Dual-Transfer Face Sketch–Photo Synthesis
IEEE Transactions on Image Processing, 2019Recognizing the identity of a sketched face from a face photograph dataset is a critical yet challenging task in many applications, not least law enforcement and criminal investigations. An intelligent sketched face identification system would rely on automatic face sketch synthesis from photographs, thereby avoiding the cost of artists manually ...
Mingjin Zhang, Ruxin Wang, Xinbo Gao
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Face Sketch Synthesis From a Single Photo–Sketch Pair
IEEE Transactions on Circuits and Systems for Video Technology, 2017Face sketch synthesis is crucial in many practical applications, such as digital entertainment and law enforcement. Previous methods relying on many photo–sketch pairs have made great progress. State-of-the-art face sketch synthesis algorithms adopt Bayesian inference (BI) (e.g., Markov random fields) to select local sketch patches around corresponding
Shengchuan Zhang, Xinbo Gao, Nannan Wang
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Superpixel-Based Face Sketch–Photo Synthesis
IEEE Transactions on Circuits and Systems for Video Technology, 2017Face sketch–photo synthesis technique has attracted growing attention in many computer vision applications, such as law enforcement and digital entertainment. Existing methods either simply perform the face sketch–photo synthesis on the holistic image or divide the face image into regular rectangular patches ignoring the inherent structure of the face ...
Chunlei Peng, Xinbo Gao, Nannan Wang
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Deep residual network for face sketch synthesis
Expert Systems with Applications, 2022Abstract Face sketch synthesis plays a crucial role in face recognition for law enforcement applications. However, the current face sketch synthesis approaches generate sketches from photos based on a model trained by a certain database that is usually collected from individuals of the same ethnicity, and therefore such sketches merely inherit ...
Abduljalil Radman +2 more
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Deep Neural Representation Guided Face Sketch Synthesis
IEEE Transactions on Visualization and Computer Graphics, 2019Face sketch synthesis shows great applications in a lot of fields such as online entertainment and suspects identification. Existing face sketch synthesis methods learn the patch-wise sketch style from the training dataset containing photo-sketch pairs.
Bin Sheng +3 more
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Adaptive representation-based face sketch-photo synthesis
Neurocomputing, 2017Abstract Face sketch synthesis plays an important role in public security and digital entertainment. Most existing face sketch synthesis methods employ pixel intensities or other features to synthesize the whole image. Since different regions have their distinctive properties, they should be represented by different features.
Chunlei Peng, Nannan Wang
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Anchored Neighborhood Index for Face Sketch Synthesis
IEEE Transactions on Circuits and Systems for Video Technology, 2018Exemplar-based face sketch synthesis has long been impeded by the difficulty of accurate neighbor selection. Given a test patch extracted from the test photograph, the $K$ -nearest neighbor ( $K$ -NN) matching algorithm is generally performed by existing methods to find $K$ -nearest photograph patches in the training data set, which ...
Nannan Wang +3 more
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Fine-Granularity Face Sketch Synthesis
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)Generative Adversarial Networks (GANs) are often used in face sketch synthesis due to their powerful ability in image generation. However, most GAN based synthesis methods took the entire face as the minimum unit.
Yangdong Chen +6 more
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Generative adversarial learning for detail-preserving face sketch synthesis
Neurocomputing, 2021 Weiguo Wan, Yong Yang, Hyo Jong Lee
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Edge Aware Domain Transformation for Face Sketch Synthesis
IEEE Transactions on Information Forensics and Security, 2022With the development of generative adversarial networks (GAN), the field of face sketch synthesis has received extensive attention. Face sketch synthesis (FSS) has promising prospects in the fields of entertainment and law enforcement, where it plays an ...
Congyu Zhang +4 more
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