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52101
Lip forgery detection via spatial-frequency domain combination
Published 2022-12-01“…In recent years, numerous “face-swapping” videos have emerged in social networks, one of the representatives is the lip forgery with speakers.While making life more entertaining for the public, it poses a significant crisis for personal privacy and property security in cyberspace.Currently, under non-destructive conditions, most of the lip forgery detection methods achieve good performance.However, the compression operations are widely used in practice especially in social media platforms, face recognition and other scenarios.While saving pixel and time redundancy, the compression operations affect the video quality and destroy the coherent integrity of pixel-to-pixel and frame-to-frame in the spatial domain, and then the degradation of its detection performance and even misjudgment of the real video will be caused.When the information in the spatial domain cannot provide sufficiently effective features, the information in the frequency domain naturally becomes a priority research object because it can resist compression interference.Aiming at this problem, the advantages of frequency information in image structure and gradient feedback were analyzed.Then the lip forgery detection via spatial-frequency domain combination was proposed, which effectively utilized the corresponding characteristics of information in spatial and frequency domains.For lip features in the spatial domain, an adaptive extraction network and a light-weight attention module were designed.For frequency features in the frequency domain, separate extraction and fusion modules for different components were designed.Subsequently, by conducting a weighted fusion of lip features in spatial domain and frequency features in frequency domain, more texture information was preserved.In addition, fine-grained constraints were designed during the training to separate the inter-class distance of real and fake lip features while closing the intra-class distance.Experimental results show that, benefiting from the frequency information, the proposed method can enhance the detection accuracy under compression situation with certain transferability.On the other hand, in the ablation study conducted on the core modules, the results verify the effectiveness of the frequency component for anti-compression and the constraint of the dual loss function in training.…”
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52103
Effect of Mind-regulating Brain-developing Moxibustion on Cognitive Function and Sleep Quality in Patients with Mild Cognitive Impairment
Published 2017-12-01“…Objective:To explore the effect of mind-regulating brain-developing moxibustion on cognitive function and sleep quality in patients with mild cognitive impairment (MCI).Methods:A total of 60 MCI patients were randomly assigned to the moxibustion group and control group, 30 cases in each group. …”
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52104
Effects of Core Muscle Acupuncture on Trunk Stability Control in Children with Spastic Cerebral Palsy
Published 2017-06-01“…Objective:To investigate the effects of core muscle acupuncture on the trunk stability control in children with spastic cerebral palsy.Methods:Thirty cases of spastic cerebral palsy children with sitting disequilibrium were selected and divided into equal two groups by simple randomization. …”
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Genetic analysis of the impact of heat stress on fertility traits in dairy cows in the Netherlands
Published 2025-02-01Get full text
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Dynamics and Driving Factors of Carbon Storage in the Yellow River Delta from 1980 to 2020
Published 2024-09-01Get full text
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Research progress of Traditional Chinese Medicine treatment and nursing interventions after hip fracture surgery (髋部骨折术后中医疗法的应用研究进展)
Published 2023-08-01“…This article describes the clinical application of Traditional Chinese Medicine (TCM)treatment and nursing methods such as TCM oral administration, TCM external treatment, diet regulation and emotional guidance in alleviating postoperative swelling and pain of hip fracture, with a view to providing new ideas for the related research on reducing postoperative swelling and pain after hip fracture surgery. …”
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