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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
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Attention-Modulated Triplet Network for Face Sketch Recognition [PDF]
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
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Exploiting an Intermediate Latent Space between Photo and Sketch for Face Photo-Sketch Recognition
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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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
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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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A Decision-Making Tool for Creating and Identifying Face Sketches [PDF]
ITM Web of Conferences, 2022 A criminal can be quickly identified and prosecuted using a face sketch based on an eyewitness description . Several applications for converting hand-drawn face drawings and using them to automatically identify and recognize the suspect from the police ...
Bhoir Manish +3 more
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Cross domain meta-network for sketch face recognition [PDF]
MATEC Web of Conferences, 2021 Because of the large modal difference between sketch image and optical image, and the problem that traditional deep learning methods are easy to overfit in the case of a small amount of training data, the Cross Domain Meta-Network for sketch face ...
Shao Yuying +3 more
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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
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Forensic Face Sketch Recognition
International Journal of Advanced Research in Science, Communication and Technology, 2022 In modern society, the overall crime rate is increasing day by day, and in order to overcome this, law enforcement department must also find ways to speed up the entire process and help bring justice. One such method is to use facial recognition technology to identify the criminal.
null Aatika Syed +4 more
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Fine-Tuning of Pre-Trained Deep Face Sketch Models Using Smart Switching Slime Mold Algorithm
Applied Sciences, 2023 There are many pre-trained deep learning-based face recognition models developed in the literature, such as FaceNet, ArcFace, VGG-Face, and DeepFace.
Khaled Mohammad Alhashash +2 more
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