Results 11 to 20 of about 60,426 (219)
Forensic Face Photo-Sketch Recognition Using a Deep Learning-Based Architecture [PDF]
IEEE Signal Processing Letters, 2017 Numerous methods that automatically identify subjects depicted in sketches as described by eyewitnesses have been implemented, but their performance often degrades when using real-world forensic sketches and extended galleries that mimic law enforcement mug-shot galleries. Moreover, little work has been done to apply deep learning for face photo-sketch
Galea, Christian, Farrugia, Reuben A.
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Sketch face recognition based on domain adaptation scaled entropy meta-network
Measurement + Control, 2023 In recent years, sketch face recognition has a wide application in law enforcement agencies and criminals. Deep learning plays a crucial role in the recent developments of face recognition, however, it is challenging to employ deep learning methods for ...
Lin Cao +3 more
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Discriminative Center Loss for Face Photo-Sketch Recognition [PDF]
, 2020 Abstract Face photo-sketch recognition refers to the process of matching sketches to photos. Recently, there has been a growing interest in using a convolutional neural network to learn discriminatively deep features. However, due to the large domain discrepancy and the high cost of acquiring sketches, the discriminative power of the deeply ...
lin cao +4 more
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Comments on “Domain Alignment Embedding Network for Sketch Face Recognition”
IEEE Access, 2022 Guo et al. proposed a method for automated face-sketch recognition in their paper “Domain Alignment Embedding Network for Sketch Face Recognition”, where it is deemed to be superior to several other methods published in literature. However,
Christian Galea
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Coupled information-theoretic encoding for face photo-sketch recognition [PDF]
CVPR 2011, 2011 Automatic face photo-sketch recognition has important applications for law enforcement. Recent research has focused on transforming photos and sketches into the same modality for matching or developing advanced classification algorithms to reduce the modality gap between features extracted from photos and sketches. In this paper, we propose a new inter-
Wei Zhang, Xiaogang Wang, Xiaoou Tang
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Alexandria Engineering Journal, 2022 Automated formulation of sketches from face photos has seen successive growth since the work of Wang and Tang in recent years. Each new methodology is, however, able to partially achieve its objective of sketch synthesis while using pairs of photos and ...
Irfan Azhar +4 more
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Face Photo-Sketch Synthesis and Recognition
International Journal of Applied Information Systems, 2012 Today in Modern Society Face Recognition has gained much attention in the field of network multimedia access. After the 9/11 tragedy in India, the need for technologies for identification, detection and recognition of suspects has increased. One of the most common biometric recognition techniques is face recognition since face is the convenient way ...
Prakash R. Devale, Amit R.Sharma
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SP-Net: A Novel Framework to Identify Composite Sketch
IEEE Access, 2019 Identifying composite sketches with digital face photos is an important and challenging task for law enforcement agencies. It has attracted a wide research interest in the face recognition area. In this paper, we present a novel framework that identifies
Hamid Cheraghi, Hyo Jong Lee
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A Joint Training Model for Face Sketch Synthesis
Applied Sciences, 2019 The exemplar-based method is most frequently used in face sketch synthesis because of its efficiency in representing the nonlinear mapping between face photos and sketches.
Weiguo Wan, Hyo Jong Lee
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Recognizing Facial Sketches by Generating Photorealistic Faces Guided by Descriptive Attributes
IEEE Access, 2018 Recognizing or retrieve a face based on its sketch-photo similarity has important applications in law enforcement and public security. While many existing methods focus on recognizing facial sketch from image-based queries, this setting has the major ...
Xinzhe Li +4 more
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