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SenAttack: adversarial attack method based on perturbation sensitivity and perceptual color distance
Deep neural networks have effectively processed substantial quantities of image, text, and speech data. However, they are susceptible to adversarial...
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Auto-authentication watermarking scheme based on CNN and perceptual hash function in the wavelet domain
This paper presents a novel method for image watermarking authentication using Convolutional Neural Networks (CNN). The proposed method addresses the...
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Optimized RainDNet: an efficient image deraining method with enhanced perceptual quality
RainDNet is an advanced image deraining model that refines the “Multi-Stage Progressive Image Restoration Network” (MPRNet) for superior...
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FF-PPQA: Face frontalization without glasses based on perceptual quality and pixel-level quality assessment
Face frontalization is the process of synthesizing realistic and identity-preserving frontal views from face images in different poses and is an...
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Design of a brief perceptual loss function with Hadamard codes
Perceptual loss functions are central to an ever-increasing number of tasks across computer vision. Their strength lies in their ability to translate...
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Securing the perceptual layer of E-payment-based internet of things devices using elliptic curve cryptography over binary field
The perceptual layer of the Internet of Things has some security threats, such as denial of service, botnet, and falsification attacks. The existing...
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A replay attack detection scheme based on perceptual image hashing
Perceptual image hashing has mainly been used in the literature to authenticate images or to identify similar contents for image copy detection. In...
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A perceptual entanglement-based image authentication with tamper localisation
With the recent development in image editing tools the content of digital images can be easily manipulated. Research efforts are being deployed to...
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Unsupervised single-shot depth estimation using perceptual reconstruction
Real-time estimation of actual object depth is an essential module for various autonomous system tasks such as 3D reconstruction, scene understanding...
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Perceptual Images Compression Based on a System of Receptive Fields
AbstractThe paper is devoted to issues of perceptual quality of images after compression/recovery processing. In contrast to the known approaches,...
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Perceptual cue-guided adaptive image downscaling for enhanced semantic segmentation on large document images
Image downscaling is an essential operation to reduce spatial complexity for various applications and is becoming increasingly important due to the...
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Improving the Perceptual Quality of 2D Animation Interpolation
Traditional 2D animation is labor-intensive, often requiring animators to manually draw twelve illustrations per second of movement. While automatic...
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PVC-STIM: Perceptual video coding based on spatio-temporal influence map
Since the ultimate consumers and judgers of most video applications are human subjects, there has been growing interest in incorporating...
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Multi-layer noise resha** and perceptual optimization for effective adversarial attack of images
Adversarial attack aims to fail the deep neural network by adding a small amount of perturbation to the input image, in which the attack success rate...
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Perceptual Quality Evaluation of Corrupted Industrial Images
In recent years, computer vision applied in industrial application scenarios has been attracting attention. A lot of work has been made to present...
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PERCEPTUAL BASES OF HEARING AND MUSIC PERCEPTION
The human auditory system pertains to the entire peripheral auditory mechanism. Classically, the peripheral auditory system has been divided into...
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Post-processing of Translated Speech by Pole Modification and Residual Enhancement to Improve Perceptual Quality
The perceptual quality of translated speech depends on the quantity of speech data used for training. The translation speech quality is poor when the...
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PIH-mSCM: a modified spiking cortical model for perceptual image hashing and its application to copy detection
For one of the most crucial copyright protection of multimedia content, copy image detection necessitates feature extraction and feature matching....
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A perceptual measure for evaluating the resynthesis of automatic music transcriptions
This study focuses on the perception of music performances when contextual factors, such as room acoustics and instrument, change. We propose to...
