The proceedings contain 42 papers. The topics discussed include: LLM-aided knowledge graph construction for zero-shot visual object state classification;enhancing Apple’s defect classification: insights from visible ...
ISBN:
(纸本)9798350375657
The proceedings contain 42 papers. The topics discussed include: LLM-aided knowledge graph construction for zero-shot visual object state classification;enhancing Apple’s defect classification: insights from visible spectrum and narrow spectral band imaging;analyzing emotional and topical patterns in conspiracy theory narratives: a discourse comparative study on the 2023 Hawaii wildfires;non-invasive estimation of moisture content in mushrooms using hyperspectral imaging and machine learning-based stacking regressor model;a concept drift based approach to evaluating model performance and theoretical lifespan;autism spectrum disorder prediction using machine learning classifiers;adversarial contrastive representation learning for passive Wi-Fi fingerprinting of individuals;and SAI-ChileanDiet: a multi-label food dataset with self-acquired images of the Chilean diet.
The proceedings contain 15 papers. The topics discussed include: power large language model exploration: activation, measurement and enhancement for operations and maintenance knowledge;transformer fault diagnosis bas...
ISBN:
(纸本)9798400718250
The proceedings contain 15 papers. The topics discussed include: power large language model exploration: activation, measurement and enhancement for operations and maintenance knowledge;transformer fault diagnosis based on IESOA-ELM and SMOTE;EFRAG: embedding-fine tuning retrieval augmented generation for QA in power projects;two-level data sharing method based on classification and grading watermark identification;automated knowledge mining and knowledge graph reasoning for aircraft engine maintenance;DTCNA-Net: dual temporal convolutional neural network with noise estimation and attention mechanism for intelligent fault diagnosis under the complex noise environment;study of incremental photoelectric encoder error compensation based on WSO-GRU;and challenge and practice of intelligent high continuity service for navigation satellite.
The proceedings contain 47 papers. The topics discussed include: candy classification using convolutional neural networks, data augmentation and transfer learning: application and a new public dataset;from synthetic d...
ISBN:
(纸本)9798350333374
The proceedings contain 47 papers. The topics discussed include: candy classification using convolutional neural networks, data augmentation and transfer learning: application and a new public dataset;from synthetic data to real palm vein identification: a fine-tuning approach;abnormal scene classification using image captioning technique: a landslide case study;application on the loop of multimodal image fusion: trends on deep-learning based approaches;automatic subtractive clustering algorithm model (ASCAM) for blind identification of QAM constellations;several kinds of residual neural networks driven by partial differential equations and their applications in image classification and denoising;mathematical palm vein modeling for large-scale biometric recognition;connected-components-based post-processing for retinal vessels deep-learning segmentation;a deep learning-based algorithm for ECG arrhythmia classification;a centered kernel alignment-based strategy for pest evolution tracing: Myiopsitta monachus case;and addressing bias in fine-grained classification datasets: a strategy for reliable evaluation.
The proceedings contain 19 papers. The topics discussed include: building segmentation from remote sensing image via dwt attention networks;reconstructing 3D shapes as an union of boxes from multi-view images;three-di...
ISBN:
(纸本)9781450399968
The proceedings contain 19 papers. The topics discussed include: building segmentation from remote sensing image via dwt attention networks;reconstructing 3D shapes as an union of boxes from multi-view images;three-dimensional sphere recognition and tracking based on YOLO;LLFormer: an efficient and real-time LiDAR lane detection method based on transformer;frequency-split inception transformer for image super-resolution;MSYOLOF: multi-input-single-output encoder network with tripartite feature enhancement for object detection;exploration of transfer learning capability of multilingual models for text classification;policy updating methods of Q learning for two player bargaining game;multi-population Runge Kutta optimizer based on Gaussian disturbance;survey of the formal verification of operating systems in power monitoring system;and a study on the line loss index of a substation area based on cooperative games with multiple influencing factors.
The proceedings contain 24 papers. The topics discussed include: exploring bias analysis on judicial data using machine learning techniques;multi-stage attention-pooling network for lane marking detection;deep learnin...
ISBN:
(纸本)9781665466943
The proceedings contain 24 papers. The topics discussed include: exploring bias analysis on judicial data using machine learning techniques;multi-stage attention-pooling network for lane marking detection;deep learning vs keypoint: which feature set is better for shell recognition?;deep learning based morphological solder segmentation;using deep learning to retrieve 3d geometrical characteristics of a particle field from 2D projected images: application to multiphase flows;predicting alignability of point cloud pairs for point cloud registration using features;exploring content-based and meta-data analysis for detecting fake news infodemic: a case study on COVID-19;deep orientation-guided gender recognition from face images;camera-based meal type and weight estimation in self-service lunch line restaurants;and spectral and cepstral analysis of Colombian birdsongs using multidimensional scaling.
The proceedings contain 17 papers. The topics discussed include: image data augmentation method based on style transfer;FPGA hardware implementation of Q-learning algorithm with low resource consumption;a machine-lear...
ISBN:
(纸本)9781450396080
The proceedings contain 17 papers. The topics discussed include: image data augmentation method based on style transfer;FPGA hardware implementation of Q-learning algorithm with low resource consumption;a machine-learning pipeline for semantic-aware and contexts-rich video description method;multi-scale and kernel-predicting convolutional networks for Monte Carlo denoising;single image dehazing algorithm based on generative adversarial network;biparted hyperboloid and sphere intersection algorithm;optimal sensor deployment in complex 3D terrain surface;weakly supervised road garbage quantification system based on WCCA;online detection of character and 3D surface defect in steel rail production;a credit scoring ensemble framework using Adaboost and multi-layer ensemble classification;and an LSTM-based method for recognition and prediction of aircraft formation.
The proceedings contain 19 papers. The topics discussed include: metric learning for context-aware recommender systems;food safety pre-warning system based on robust principal component analysis and improved Apriori a...
ISBN:
(纸本)9781450390392
The proceedings contain 19 papers. The topics discussed include: metric learning for context-aware recommender systems;food safety pre-warning system based on robust principal component analysis and improved Apriori algorithm;toward tracing the source of web attacks targeted at web applications;method of physical inventory checking on cigarette stereoscopic warehouse based on uav;improved correlation filter visual tracker by using scale estimation network;face anti-spoofing by using feature fusion;age estimation from facial images using transfer learning and k-fold cross-validation;synthetic aperture radar image target recognition based on hybrid attention mechanism;a deep learning model capable of producing heatmap probabilities for characters in natural scenes;and research on distortion correction of particleboard surface defect image.
The proceedings contain 39 papers. The topics discussed include: evaluating the performance of convolutional neural networks to detect deforested regions in the Brazilian Legal Amazon using landsat-8 satellite images;...
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ISBN:
(纸本)9781839534300
The proceedings contain 39 papers. The topics discussed include: evaluating the performance of convolutional neural networks to detect deforested regions in the Brazilian Legal Amazon using landsat-8 satellite images;investigating the use of multiple languages for crisp and fuzzy speaker identification;automatic method for detecting specular reflection and motion blur artifacts on endoscopic images using complementary binary classifiers;using neural and distance-based machine learning techniques in order to identify genuine and acted emotions from facial expressions;on the performance of the nonsynaptic backpropagation for training long-term cognitive networks;a methodology for procedural piano music composition with mood templates using genetic algorithms;and a comparison of different embedding methods on session based recommendation with graph neural networks.
The proceedings contain 39 papers. The topics discussed include: a methodology for procedural piano music composition with mood templates using genetic algorithms;improved cloud-NARX estimation algorithm for uncertain...
ISBN:
(纸本)9781839534300
The proceedings contain 39 papers. The topics discussed include: a methodology for procedural piano music composition with mood templates using genetic algorithms;improved cloud-NARX estimation algorithm for uncertainty analysis of air pollution prediction;enforced isolation deep network for anomaly detection in images;investigating the use of multiple languages for crisp and fuzzy speaker identification;on the performance of the nonsynaptic backpropagation for training long-term cognitive networks;automatic generation of synthetic palm vein images: a nature-based approach;a comparison of different embedding methods on session based recommendation with graph neural networks;color image deblurring and denoising by using bilateral sharpening;labeling consecutive search query pairs using Siamese networks;regional delineation based on a modularity maximization approach;and machine learning techniques for behavioral feature selection in network intrusion detection systems.
The proceedings contain 24 papers. The topics discussed include: accurate iris segmentation for at-a-distance acquired iris/face images under less constrained environment;a review of sonar image segmentation for under...
ISBN:
(纸本)9781450387699
The proceedings contain 24 papers. The topics discussed include: accurate iris segmentation for at-a-distance acquired iris/face images under less constrained environment;a review of sonar image segmentation for underwater small targets;multi-exposure image fusion method based on independent component analysis;non-reference image quality assessment for contrast distortion based on pixel statistics and color;scotopic vision image enhancement algorithm based on retinex model;research on image enhancement algorithm base on convolutional neural network in scotopic vision environment;electric vehicle battery swapping station design;an investigation about optical millimeter-wave generation technology;an investigation on high-speed optical transmission technology for datacenter;robotic manipulation based on 3D vision: a survey;and a multilevel fire detection platform based on multi-source heterogeneous information fusion.
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