Results 221 to 230 of about 145,741 (259)

One-shot Face Sketch Synthesis in the Wild via Generative Diffusion Prior and Instruction Tuning

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Face sketch synthesis is a technique aimed at converting face photos into sketches. Existing face sketch synthesis research mainly relies on training with numerous photo-sketch sample pairs from existing datasets.
Han Wu, Junyao Li, Kang Zhao, Sen Zhang, Yukai Shi, Liang Lin   +5 more
semanticscholar   +1 more source

Enhanced Face Sketch Synthesis Through a Multistage GAN Framework with Hierarchical Discriminators and MobileNet Feature Extraction

International Journal of Image and Graphics
Facial sketch synthesis is a crucial task in computer vision with applications in law enforcement, digital art, and human–computer interaction. Despite its importance, generating high-quality and realistic facial sketches from images remains challenging ...
Buddannagari Latha, A. K. Velmurugan
semanticscholar   +1 more source

An Investigation of Crime Detection Using Artificial Intelligence and Face Sketch Synthesis

Journal of Applied Security Research
Crime scene suspect prediction involves classifying potential perpetrators based on location, time, and crime type. Electronic forensics in large data scenarios poses challenges for investigators.
Rajesh Natarajan, Natesh Mahadev, Shashi Kant Gupta, B. Alfurhood   +3 more
semanticscholar   +1 more source

Face Sketch Synthesis via Mamba-Transformer Encoder and Style-Enhanced Wavelet Convolution

IEEE Transactions on Emerging Topics in Computational Intelligence
Converting face photos into sketch images has diverse applications in law enforcement and digital entertainment. However, this task remains challenging due to the significant modality differences between face photos and sketches.
Mingzhang Liu, Weiguo Wan, Yuansheng Luo, Yong Gu, Jianjian Yan, Li Yao, Xinwu Li   +6 more
semanticscholar   +1 more source

Residual Learning for Face Sketch Synthesis

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018
Face sketch synthesis plays an important role in both digital entertainment and law enforcement. It can bridge the great texture discrepancy between face photos and sketches. Most of the current face sketch synthesis approaches directly learn the relationship between the photos and sketches, and it is very difficult for them to generate the individual ...
Junjun Jiang, Yi Yu, Zheng Wang, Jiayi Ma   +3 more
openaire   +1 more source

Building upon Adaptive GAN Training: Dual-stage GANs for Enhanced Forensic Face Sketch Synthesis

Pertanika journal of science & technology
The synthesis of forensic face sketches is a crucial component of law enforcement, assisting in suspect identification based on eyewitness accounts. Conventional approaches, such as relying on forensic artists or composite sketch software, often suffer ...
Muhamad Faris Che Aminudin, S. A. Suandi
semanticscholar   +1 more source

Unified framework for face sketch synthesis

Signal Processing, 2017
Face sketch synthesis (FSS) has great significance to sketch based face retrieval or recognition and digital entertainment. Recently, great progress has been made in face sketch synthesis. Most state-of-the-art FSS methods work at patch level. However, these methods only consider either position constraint or global search when selecting candidate ...
Nannan Wang, Shengchuan Zhang, Xinbo Gao, Jie Li, Bin Song, Zan Li   +5 more
openaire   +1 more source

Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis

IEEE Transactions on Image Processing, 2019
Face sketch synthesis is a crucial issue in digital entertainment and law enforcement. It can bridge the considerable texture discrepancy between face photos and sketches.
Junjun Jiang, Xianming Liu, Jiayi
exaly   +2 more sources

Face Sketch Synthesis via Sparse Representation

2010 20th International Conference on Pattern Recognition, 2010
Face sketch synthesis with a photo is challenging due to that the psychological mechanism of sketch generation is difficult to be expressed precisely by rules. Current learning-based sketch synthesis methods concentrate on learning the rules by optimizing cost functions with low-level image features. In this paper, a new face sketch synthesis method is
Liang Chang, Mingquan Zhou, Yanjun Han, Xiaoming Deng   +3 more
openaire   +1 more source

Face Sketch Synthesis From Coarse to Fine

Proceedings of the AAAI Conference on Artificial Intelligence, 2018
Synthesizing fine face sketches from photos is a valuable yet challenging problem in digital entertainment. Face sketches synthesized by conventional methods usually exhibit coarse structures of faces, whereas fine details are lost especially on some critical facial components.
Mingjin Zhang, Nannan Wang, Yunsong Li, Ruxin Wang, Xinbo Gao   +4 more
openaire   +1 more source