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PSO-based feature extraction of unknown protocol data frame
In today’s network information confrontation, due to security reasons, the protocols used by both parties are often undisclosed and the protocol...
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A Machine Learning Based Approach for Deepfake Detection in Social Media Through Key Video Frame Extraction
In the last few years, with the advent of deepfake videos, image forgery has become a serious threat. In a deepfake video, a person’s face, emotion...
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GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19
In the last decades, technological advances have led to a considerable increase in computing power constraints to simulate complex phenomena in...
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Fast and robust key frame extraction method for gesture video based on high-level feature representation
In gesture video, the inner-frame difference is too subtle to be projected via low-level features, and the gesture frames, expressing semantic...
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Frame importance and temporal memory effect-based fast video quality assessment for user-generated content
User-generated content (UGC) has become increasingly popular, promoted by the widespread use of social media and mobile devices. Therefore, instant...
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Extraction of Key Frame from Random Videos Based On Discrete Cosine Transformation
Video Analysis has rooted tremendously in many applications with the development of new technologies. Video Analysis plays vital role in many real...
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Chroma key foreground forgery detection under various attacks in digital video based on frame edge identification
Chroma key foreground forgery is the most common forgery to manipulate the contents of a digital video. This kind of video can be presented in courts...
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Frame Analysis
This chapter details the last component of person-oriented framing analysis: frame analysis. The component aims to classify how persons are portrayed...
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Face Recognition of Remote Teaching Video Image Based on Improved Frame Difference Method
Remote network teaching has gained significant importance in recent times, with video images serving as a crucial medium for delivering educational...
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Space dynamic target tracking method based on five-frame difference and Deepsort
For the problem of space dynamic target tracking with occlusion, this paper proposes an online tracking method based on the combination between the...
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Enhanced spatial-temporal freedom for video frame interpolation
With the introduction of deformable convolution, the kernel-based Video Frame Interpolation (VFI) has made significant progress. However, there are...
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Dual-Channel Autoencoder with Key Region Feature Enhancement for Video Anomalous Event Detection
Video anomaly event detection is crucial for analyzing surveillance videos. Existing methods have limitations: frame-level detection fails to remove...
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Key-frame Guided Network for Thyroid Nodule Recognition Using Ultrasound Videos
Ultrasound examination is widely used in the clinical diagnosis of thyroid nodules (benign/malignant). However, the accuracy relies heavily on...
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Eagle Eye CBVR Based on Unique Key Frame Extraction and Deep Belief Neural Network
Great efforts have been paid to develop Content Based Video Retrieval (CBVR) due to the exponential growth of video datasets with several types of...
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Text augmentation for semantic frame induction and parsing
Semantic frames are formal structures describing situations, actions or events, e.g., Commerce buy , Kidnap** , or Exchange . Each frame provides a...
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Enhancing frame-level student engagement classification through knowledge transfer techniques
Assessing student engagement in educational settings is critical for monitoring and improving the learning process. Traditional methods that classify...
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Intelligent Design Concept of Rural Light Steel Frame Structure Based on BIM Technology and Genetic Algorithm
The traditional structural design process of rural buildings requires a lot of trial calculations and iterations of modelling work. However, rural...
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LocKey: Location-Based Key Extraction from the WiFi Environment in the User’s Vicinity
We investigate extracting persistent information from semi-volatile signals in the user’s vicinity to extend existing authentication factors. We use...
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A single-frame infrared small target detection method based on joint feature guidance
Single-frame infrared small target detection is affected by the low image resolution and small target size, and is prone to the problems of small...
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An Adaptive Lossly Quantization Technique for Key Extraction Applied in Vehicular Communication
Security in vehicular ad hoc network (VANET) is one of the major challenging topics and the secure key interchange between two legitimate vehicles is...
