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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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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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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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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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A Superpixel-Wise Approach for Face Sketch Synthesis [PDF]
IEEE Access, 2019 Face sketch synthesis from an input photo has drawn great attention in law enforcement and digital entertainment applications. Currently, the input photo is simply divided into overlapped rectangular patches and transformed to a sketch through weighted ...
Abduljalil Radman, Shahrel Azmin Suandi
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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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Random sampling for fast face sketch synthesis [PDF]
Pattern Recognition, 2018 Exemplar-based face sketch synthesis plays an important role in both digital entertainment and law enforcement. It generally consists of two parts: neighbor selection and reconstruction weight representation. The most time-consuming or main computation complexity for exemplar-based face sketch synthesis methods lies in the neighbor selection process ...
Nannan Wang, Xinbo Gao
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A Sketch-Transformer Network for Face Photo-Sketch Synthesis [PDF]
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021 We present a face photo-sketch synthesis model, which converts a face photo into an artistic face sketch or recover a photo-realistic facial image from a sketch portrait. Recent progress has been made by convolutional neural networks (CNNs) and generative adversarial networks (GANs), so that promising results can be obtained through real-time end-to ...
Mingrui Zhu +5 more
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