Multi-Level Cycle-Consistent Adversarial Networks with Attention Mechanism for Face Sketch-Photo Synthesis [PDF]
Sensors, 2022 The synthesis between face sketches and face photos has important application values in law enforcement and digital entertainment. In cases of a lack of paired sketch-photo data, this paper proposes an unsupervised model to solve the problems of missing ...
Danping Ren, Jiajun Yang, Zhongcheng Wei
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Toward identity preserving in face sketch-photo synthesis using a hybrid CNN-Mamba framework [PDF]
Scientific ReportsThe synthesis of facial sketch-photo has important applications in practical life, such as crime investigation. Many convolutional neural networks (CNNs) based methods have been proposed to address this issue.
Duoxun Tang +6 more
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Exploiting an Intermediate Latent Space between Photo and Sketch for Face Photo-Sketch Recognition [PDF]
Sensors, 2022 The photo-sketch matching problem is challenging because the modality gap between a photo and a sketch is very large. This work features a novel approach to the use of an intermediate latent space between the two modalities that circumvents the problem ...
Seho Bae +3 more
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A Decision Support System for Face Sketch Synthesis Using Deep Learning and Artificial Intelligence [PDF]
Sensors, 2021 The recent development in the area of IoT technologies is likely to be implemented extensively in the next decade. There is a great increase in the crime rate, and the handling officers are responsible for dealing with a broad range of cyber and Internet
Irfan Azhar +4 more
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A facial structure sampling contrastive learning method for sketch facial synthesis [PDF]
Scientific ReportsSketch face synthesis aims to generate sketch images from photos. Recently, contrastive learning, which maps and aligns information across diverse modalities, has found extensive application in image translation.
Kangning Du +4 more
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Face Sketch-to-Photo Translation Using Generative Adversarial Networks [PDF]
AUT Journal of Modeling and Simulation, 2023 Translating face sketches to photo-realistic faces is an interesting and essential task in many applications like law enforcement and the digital entertainment industry.
Nastaran Moradzadeh Farid +2 more
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A Joint Training Model for Face Sketch Synthesis
Applied Sciences, 2019 The exemplar-based method is most frequently used in face sketch synthesis because of its efficiency in representing the nonlinear mapping between face photos and sketches.
Weiguo Wan, Hyo Jong Lee
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A multi-conditional prior-guided dual spiral CNN-Mamba network for face sketch-photo synthesis
Journal of King Saud University: Computer and Information SciencesFace sketch-photo synthesis (FSPS) plays an important role in applications such as criminal investigation and digital entertainment. Existing deep learning-based FSPS methods are mainly categorized into CNN-based and Transformer-based approaches.
Yanfei Liu +4 more
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Alexandria Engineering Journal, 2022 Automated formulation of sketches from face photos has seen successive growth since the work of Wang and Tang in recent years. Each new methodology is, however, able to partially achieve its objective of sketch synthesis while using pairs of photos and ...
Irfan Azhar +4 more
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MHGAN: Multi-Hierarchies Generative Adversarial Network for High-Quality Face Sketch Synthesis
IEEE Access, 2020 Face sketch synthesis has made significant progress in the past few years. Recently, GAN-based methods have shown promising results on image-to-image translation problems, especially photo-to-sketch synthesis.
Kangning Du +4 more
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