The proceedings contain 68 papers. The topics discussed include: advanced IoT edge architecture for smart city;foreground-preserving background modification: a deep learning approach;basketball players identification ...
ISBN:
(纸本)9798350370911
The proceedings contain 68 papers. The topics discussed include: advanced IoT edge architecture for smart city;foreground-preserving background modification: a deep learning approach;basketball players identification and tracking using a single fixed camera;augmenting collaborative practices: the Hololiver case study;deceiving deep learning-based fraud SMS detection models through adversarial attacks;AI-RIDE: a multi-camera system for the evaluation of motorcycle driving test;data catalog: approaches, trends, and future directions;smart soft sensor for froth flotation quality monitoring using pre-trained feature extractor and vision transformer ViT;energy performance profiling of a GPU-based CPM implementation;and an overview of the approaches for generating test data in the context of the quality assurance of big data applications.
The proceedings contain 94 papers. The topics discussed include: answering an Amharic language semantic question over interlinked data;query management for a decentralized enterprise knowledge graph;towards interpreta...
ISBN:
(纸本)9781665464956
The proceedings contain 94 papers. The topics discussed include: answering an Amharic language semantic question over interlinked data;query management for a decentralized enterprise knowledge graph;towards interpretable probabilistic classification models for knowledge graphs;a corpus of encoded malware byte information as images for efficient classification;digital health data, a way to take under control the quality during the elaboration processes;machine learning for physical layer security: limitations, challenges and recommendation;implementing passive authentication with enhanced risk-based security;a shared pose regression network for pose estimation of objects from RGB images;few-shot object detection in unseen domains;improving gesture recognition with object tracking and image stabilization to communicate with industrial cobots;neural network based landing assist using remote sensing data;hierarchical DNN-basedimage segmentation algorithm using texton, superpixels, and layer-adaptive loss functions;and an investigation of the reconstruction capacity of stacked convolutional autoencoders for log-mel-spectrograms.
The proceedings contain 106 papers. The topics discussed include: shot detection in racket sport video at the frame level using a recurrent neural network;low-light image enhancement via adaptive shape and texture pri...
ISBN:
(纸本)9781728156866
The proceedings contain 106 papers. The topics discussed include: shot detection in racket sport video at the frame level using a recurrent neural network;low-light image enhancement via adaptive shape and texture prior;image sharpening by grid warping with curvature analysis;on the detection of video's ethnic Vietnamese Thai dance movements;human tracking for children behavior analysis in nursery schools;digital building twins - contributions of the ANR McBIM project;loop closure detection for monocular visual odometry : deep-learning approaches comparison;an adaptive background modeling method based on modified running averages;and time unification on local binary patterns three orthogonal planes for facial expression recognition.
The proceedings contain 108 papers. The topics discussed include: machine learning for video action recognition: a computer vision approach;hierarchical motion tracking using matching of sparse features;a phantom stud...
ISBN:
(纸本)9781538693858
The proceedings contain 108 papers. The topics discussed include: machine learning for video action recognition: a computer vision approach;hierarchical motion tracking using matching of sparse features;a phantom study of new bias field correction method combining N3 and KHM for MRI imaging;multi-views embedding for cattle re-identification;iris recognition in visible wavelength: impact and automated detection of glasses;big data analytics in healthcare: design and implementation for a hearing aid case study;classification of ECG signals using modified hjorth descriptors;face detection criminals through CCTV cameras;mining electronic health records: challenges and impact;and asymmetric bilateral phase correlation for optical flow estimation in the frequency domain.
The proceedings contain 81 papers. The topics discussed include: post-traumatic epilepsy in rat's: an algorithm for detection of suspicious EEG activity;an improving mapping process based on a clustering algorithm...
ISBN:
(纸本)9781538642832
The proceedings contain 81 papers. The topics discussed include: post-traumatic epilepsy in rat's: an algorithm for detection of suspicious EEG activity;an improving mapping process based on a clustering algorithm for modeling hybrid and dynamic ontological user profile;energy efficient virtual machine placement in cloud data centers using modified intelligent water drop algorithm;trust inference using implicit influence for item recommendation;an approach to mine time interval based weighted sequential patterns in sequence databases;implementation and customization of a smart mirror through a facial recognition authentication and a personalized news recommendation algorithm;flick: Japanese input method editor using n-gram and recurrent neural network language model based predictive text input;a system to improve the accuracy of numeric weather prediction (NWP) for flood forecasting systems;cardiac surgery rehabilitation system (CSRS) for a personalized support to patients;performance evaluation of artificial bee colony and compressive sensing based energy efficient protocol for WSNs;predicting number of connections on video streaming server with machine learning approach;clause anaphora resolution of Japanese demonstrative determiner by ontology extension using distributed expression of words;automatic extraction of breast region in raw mammograms using a combined strategy;and post-traumatic epilepsy in rats: an algorithm for detection of suspicious EEG activity.
The proceedings contain 122 papers. The topics discussed include: a new method for color quantization;a hierarchical scale-and-stretch approach for image retargeting;eye shape and corners detection in periocular image...
ISBN:
(纸本)9781509056989
The proceedings contain 122 papers. The topics discussed include: a new method for color quantization;a hierarchical scale-and-stretch approach for image retargeting;eye shape and corners detection in periocular images using particle filters;action recognition for videos by long-term point trajectory analysis with background removal;longitudinal neuroimaging analysis using non-negative matrix factorization;optic disc detection using fine tuned convolutional neural networks;a face recognition approach based on nearest neighbor interpolation and local binary pattern;a computer-aided system for differential count from peripheral blood cell images;texture of activities: exploiting local binary patterns for accelerometer data analysis;biometric/cryptographic keys binding based on function minimization;person identification on the basis of footprint geometry;automatic digital modulation recognition based on novel features and support vector machine;implementation of a coin recognition system for mobile devices with deep learning;affective relationship between color and text in Arabic comic books;selecting feature-words in tag sense disambiguation based on their Shapley value;and analysis of desktop search and ranking of their results based on semantics from user feedback.
The proceedings contain 106 papers. The topics discussed include: multiclass classification of weld defects in radiographic images based on support vector machines;weighted combination of naive bayes and LVQ classifie...
ISBN:
(纸本)9781479979783
The proceedings contain 106 papers. The topics discussed include: multiclass classification of weld defects in radiographic images based on support vector machines;weighted combination of naive bayes and LVQ classifier for fongbe phoneme classification;belief function classification with conflict management: application on forest image;a case study on back-end voice activity detection for distributed speech recognition system using support vector machines;adaptive thresholds for robust face detection with a short cascade of classifiers;face recognition system using Gabor features and HTK toolkit;a novel image texture fusion scheme for improving multispectral face recognition;adaptive model-based mammogram enhancement;and osteoporosis diagnosis using fractal analysis and support vector machine.
The proceedings contain 124 papers. The topics discussed include: bag-of-visual words codebook development for the semantic content based annotation of images;fast intra coding based on reference samples similarity in...
ISBN:
(纸本)9781467397216
The proceedings contain 124 papers. The topics discussed include: bag-of-visual words codebook development for the semantic content based annotation of images;fast intra coding based on reference samples similarity in HEVC;an optimal performance investigation for bilateral filter under four different image types;applying non linear approach for ECG denoising and waves localization;battery consumption of smartphone sensors;daylight spectrum estimation from hyper-and multispectral image without area extraction of uniform materials;estimation of aboveground biomass from satellite data using quaternion-based texture analysis of multi chromatic images;exploiting change blindness for image compression;detection and isolation of switches in point clouds of the German railway network;facial emotion recognition based on facial motion stream generated by Kinect;enhancement of latent fingerprint images with segmentation perspective;and partial face recognition based on template matching.
IOTA (internet of Things Applications) protocol aims to provide a secure and trustworthy protocol for realizing data-value interactions between IoT devices, and it has become the next possible direction for the develo...
详细信息
In order to identify the main modulation modes used in satellite internet communication systems, a communication signal modulation recognition algorithm based on double-ended convolutional neural network is proposed. ...
详细信息
ISBN:
(纸本)9798350350920
In order to identify the main modulation modes used in satellite internet communication systems, a communication signal modulation recognition algorithm based on double-ended convolutional neural network is proposed. The time domain waveform of the signal is transformed into the high-power spectrum and the time-frequency image, and further converted into gray images as the shallow feature expressions of the signal. The modulation recognition problem is converted into an image recognition problem, and a modulation recognition model based on dual input convolutional neural network is designed. Through the training of the network, the shallow features are extracted and mapped deeply, and the modulation recognition of the target signal is finally completed. The simulation results show that the performance of the proposed algorithm is significantly improved compared with the single feature input modulation recognition algorithm, and it has good recognition performance for satellite internetsignals
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