The Comparison of Distributed P2P Trust Models Based on Quantitative Parameters in the File Downloading Scenarios by Jingpei Wang, Jie Liu

Get full text

Single-Shot Imaging Without Reference Wave Using Binary Intensity Pattern for Optically-Secured-Based Correlation by Wen Chen

“…It is demonstrated that decoded images do not visually render the input information due to the designed optical encoding strategy using only one binary intensity pattern, and optical verification is further conducted to effectively verify the decoded images. …”
Get full text

A Novel Statistical Approach to Obtain the Best Visibility Slice in MRI Sequence of Brain Tumors by Hassan Al-Yassin, Mohammed A. Fadhel, Omran Al-Shamma

Get full text

A Novel Macroblock Level Rate Control Method for Stereo Video Coding by Gaofeng Zhu, Mei Yu, Gangyi Jiang, Zongju Peng, Feng Shao, Fen Chen, Yo-Sung Ho

Get full text

MODEL PROCESS AND CRITERIA FOR SELECTION OF COMPONENTS COMPUTER ORIENTED TRAINING ENVIRONMENT POSTGRADUATE TEACHER EDUCATION by C. Kolos

“…The study identified current priorities of postgraduate pedagogical education, the implementation of which is seen in the skillful integration of modern information and communication technologies in teaching and learning process training courses teaching staff, which in turn requires a clear conceptual framework on criteria for the selection of the components of computer-based learning environment establishment of Postgraduate Teacher Education was developed and proved the model selection process components of computer-based learning environment establishment of Postgraduate Teacher Education, which is based on: the goals and objectives of postgraduate education, didactic requirements for computer-based learning environment institution of postgraduate education, fund existing / prospective component selection criteria of computer-based learning environment establishment of Postgraduate Teacher Education components, grouping potential component quantization method, selection and analysis of signatures potential components, identified the need and role of experts in information and communication technologies in education in the selection of components for computer-based learning environment establishment of Postgraduate Teacher Education solving instructional requirements for computer-based learning environment post-graduate teacher training in education, a concept of "selection criteria components of computer-based learning environment post-graduate teacher education", the criteria for selection of components of computer-based learning environment establishment of Postgraduate Teacher Education: innovation perspective, information technology, value-semantic, ergonomic, professionally meaningful, relevant, standardization, reliability, compatibility, Mobility and Coordination, learner-oriented, cost, integration and education - and their performance.…”
Get full text

BinaryViT: Binary Vision Transformer for Hyperspectral Image Classification by Xiang Hu, Taolin Liu, Zhe Guo, Yuxiang Tang, Yuanxi Peng, Tong Zhou

“…However, binary quantization in transformers faces challenges such as degradation of feature representation capability after binarizing self-attention mechanisms and decline in fusion efficiency of multiscale spectral–spatial information, leading to relatively lagging progress in this field. …”
Get full text

Edge-AI Enabled Wearable Device for Non-Invasive Type 1 Diabetes Detection Using ECG Signals by Maria Gragnaniello, Vincenzo Romano Marrazzo, Alessandro Borghese, Luca Maresca, Giovanni Breglio, Michele Riccio

Get full text

Incremental learning with SVM for multimodal classification of prostatic adenocarcinoma. by José Fernando García Molina, Lei Zheng, Metin Sertdemir, Dietmar J Dinter, Stefan Schönberg, Matthias Rädle

“…First- and second-order angular independent statistical approaches and rotation invariant local phase quantization (RI-LPQ) were utilized to quantify texture information. …”
Get full text

Spectral Signatures of Nontrivial Topology in a Superconducting Circuit by L. Peyruchat, R. H. Rodriguez, J.-L. Smirr, R. Leone, Ç. Ö. Girit

“…In condensed matter, nontrivial topology may manifest itself as singular features in the energy spectrum or the quantization of electrical properties such as conductance and magnetic flux. …”
Get full text

Dynamic Output Feedback Control of Discrete Markov Jump Systems based on Event-Triggered Mechanism by Zhen Zhao, Jinfeng Gao, Tingting Zhang

“…An event-triggered mechanism is given to ease the information transmission. Both the sensor and controller are set with mode-dependent quantizers in the system. …”
Get full text

Hybrid precoding method for mmWave MIMO systems based on limited feedback by Ruonan YOU, Peng PAN, Dan ZHANG, Haiquan WANG

“…A hybrid precoding algorithm for millimeter wave (mmWave) MIMO systems without knowledge of channel state information at the transmitter was proposed based on the limited feedback.Specifically, the joint optimization problem of analog precoding and digital precoding was firstly separated into two independent optimization problems, which correspond to the analog precoding and digital precoding respectively.Based on this analog precoding codebook, the best precoding matrix was selected by analog precoding in the designed analog precoding codebook.Secondly, according to the obtained analog precoding matrix, the digital precoding matrix was obtained through the least square method, and then, the codeword closest to it in the random vector quantization codebook was selected as the feedback digital precoding matrix.Finally, the receiver feeds the index values of the analog and digital precoding matrices back to the transmitter.Simulation results show that the proposed algorithm can achieve better balance between complexity and performance.…”
Get full text

Application of interactive effect evaluation model in improving computer security management and teaching management by Yan Yan, Mengxian Wu

“…Finally, this paper encodes the teaching information data and builds an intelligent model. The experimental results show that the interactive effect evaluation model proposed in this paper can play an important role in computer security management and teaching management.…”
Get full text

Enhancing Perception Quality in Remote Sensing Image Compression via Invertible Neural Network by Junhui Li, Xingsong Hou

Get full text

Cloud–Edge Collaborative Learning and Model Compression Framework for Communication-Assisted Human Action Recognition by Bo Gao, Quan Zhou

Get full text

A Comparative Analysis of Compression and Transfer Learning Techniques in DeepFake Detection Models by Andreas Karathanasis, John Violos, Ioannis Kompatsiaris

“…Pruning, knowledge distillation, quantization, and adapter modules are explored to enable efficient real-time DeepFake detection. …”
Get full text

Applied aspects of modern non-blind image deconvolution methods by O.B. Chaganova, A.S. Grigoryev, D.P. Nikolaev, I.P. Nikolaev

Get full text

RDM-YOLO: A Lightweight Multi-Scale Model for Real-Time Behavior Recognition of Fourth Instar Silkworms in Sericulture by Jinye Gao, Jun Sun, Xiaohong Wu, Chunxia Dai

Get full text

Performance Investigation of Low-Resolution Coherent Optical Communication System with Low-Complexity Adaptive Equalizer by Zhiyuan Chen, Xiangyong Dong, Jiaqi Gao, Zhenming Yu, Kun Xu

Get full text

C-SAR/02 Satellite Polarimetric Calibration and Validation Based on Active Radar Calibrators by Yanan Jiao, Fengli Zhang, Xiaochen Liu, Zhiwei Huang, Jingwen Yuan

Get full text

SG-ResNet: Spatially Adaptive Gabor Residual Networks with Density-Peak Guidance for Joint Image Steganalysis and Payload Location by Zhengliang Lai, Chenyi Wu, Xishun Zhu, Jianhua Wu, Guiqin Duan

“…Image steganalysis detects hidden information in digital images by identifying statistical anomalies, serving as a forensic tool to reveal potential covert communication. …”
Get full text