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
doaj +4 more sources
Cross Task Modality Alignment Network for Sketch Face Recognition [PDF]
Frontiers in Neurorobotics, 2022 The task of sketch face recognition refers to matching cross-modality facial images from sketch to photo, which is widely applied in the criminal investigation area.
Yanan Guo +5 more
doaj +2 more sources
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
doaj +2 more sources
Kernelized Heterogeneity-Aware Cross-View Face Recognition [PDF]
Frontiers in Artificial Intelligence, 2021 Cross-view or heterogeneous face matching involves comparing two different views of the face modality such as two different spectrums or resolutions. In this research, we present two heterogeneity-aware subspace techniques, heterogeneous discriminant ...
Tejas I. Dhamecha +3 more
doaj +2 more sources
Sketch to photo recognition using IF and Fuzzy minimal structure oscillation in the sift domain [PDF]
Scientific ReportsThe use of face recognition based on numerous sketches is crucial for both law enforcement and digital entertainment. Due to lack of information given by the victim, it is difficult to identify faces from several sketches.
Bibek Majumder +4 more
doaj +2 more sources
Forensic face image generation and recognition [PDF]
Revista Română de Informatică și Automatică, 2022 One of the toughest Heterogeneous face recognition scenarios, involving the comparison of face images residing in different modalities, is face photo-sketch recognition.
Adithya VIKRAM +2 more
doaj +1 more source
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
doaj +1 more source
Face Photo-Sketch Recognition Using Bidirectional Collaborative Synthesis Network [PDF]
2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM), 2022 This research features a deep-learning based framework to address the problem of matching a given face sketch image against a face photo database. The problem of photo-sketch matching is challenging because 1) there is large modality gap between photo and sketch, and 2) the number of paired training samples is insufficient to train deep learning based ...
Bae, Seho +3 more
openaire +2 more sources
Identity-aware CycleGAN for face photo-sketch synthesis and recognition [PDF]
Pattern Recognition, 2020 Face photo-sketch synthesis and recognition has many applications in digital entertainment and law enforcement. Recently, generative adversarial networks (GANs) based methods have significantly improved the quality of image synthesis, but they have not explicitly considered the purpose of recognition.
Yuke Fang +3 more
openaire +2 more sources
Attention-Modulated Triplet Network for Face Sketch Recognition
IEEE Access, 2021 In this paper, a novel triplet network is proposed for face sketch recognition. A spatial pyramid pooling layer is introduced into the network to deal with different sizes of images, and an attention model on the image space is proposed to extract ...
Liang Fan, Xianfang Sun, Paul L. Rosin
doaj +1 more source