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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Cross-Domain Face Sketch Synthesis [PDF]
IEEE Access, 2019 Synthesizing sketches from facial photos is of great significance to digital entertainment. Along with higher demands on sketch quality in a complex environment, however, it has been an urgent issue on how to synthesize realistic sketches with the ...
Mingjin Zhang +5 more
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Backdoor Attack against Face Sketch Synthesis
Entropy, 2023 Deep neural networks (DNNs) are easily exposed to backdoor threats when training with poisoned training samples. Models using backdoor attack have normal performance for benign samples, and possess poor performance for poisoned samples manipulated with ...
Shengchuan Zhang, Suhang Ye
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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 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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HCGAN: hierarchical contrast generative adversarial network for unpaired sketch face synthesis [PDF]
PeerJ Computer ScienceTransforming optical facial images into sketches while preserving realism and facial features poses a significant challenge. The current methods that rely on paired training data are costly and resource-intensive.
Kangning Du +5 more
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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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A Comparative Study on Face Sketch Synthesis
IEEE Access, 2018 The purpose of face sketch synthesis technique is to generate a sketch from an input face image given a set of face sketch-photo images as the training set.
Adeel Akram +3 more
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Hand-drawn face sketch recognition using rank-level fusion of image quality assessment metrics [PDF]
Bulletin of the Polish Academy of Sciences: Technical Sciences, 2022 Face Sketch Recognition (FSR) presents a severe challenge to conventional recognition paradigms developed basically to match face photos. This challenge is mainly due to the large texture discrepancy between face sketches, characterized by shape ...
Sami Mahfoud +3 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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