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检索条件"任意字段=2021 International Conference on Advanced Algorithms and Signal Image Processing, AASIP 2021"

共 691 条记录，以下是1-10 订阅

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2021 international conference on advanced algorithms and signal image processing, aasip 2021

2021 International Conference on Advanced Algorithms and Sig...

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2021 international conference on advanced algorithms and signal image processing, aasip 2021

The proceedings contain 41 papers. The topics discussed include: an integrated energy system load prediction study based on deep belief networks and multitasking learning;fault identification of medium and low voltage DC distribution system based on high frequency fault component;research on mosaic tile color model based on HIS color space model and particle square optimization algorithm;optimization model of furnace temperature curve based on high forward and heat radiation equation;wideband electromagnetic field vector antenna array technique and direction finding algorithm;parameter estimation of Nash IUH for multiple storm events using particle swarm optimization method;research on quasi-geoid fitting method based on EGM2008 model and quadratic polynomial fitting function;online probabilistic power flow with tie-line power transfer: a stacked denoising auto-encoders method;and study on feature extraction of cable surface defect image based on morphology and edge detection algorithm.

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Second international conference on advanced algorithms and signal image processing, aasip 2022

Second International Conference on Advanced Algorithms and S...

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2nd international conference on advanced algorithms and signal image processing, aasip 2022

ISBN: (纸本)9781510660571

The proceedings contain 74 papers. The topics discussed include: design of muscle state sensing system based on flexible micro airbag structure;classification on normal chest x-ray and pneumonia x-ray;research and design of image super-resolution algorithm based on attention mechanism;automatic segmentation of thyroid nodule from ultrasound images using spatial-channel attentive u-net;research on line spectrum extraction based on improved discrete particle swarm;research on fundus image augmentation algorithm;human joint pose estimation based on the Kalman filter;self-attention mechanism fusion method for bi-modal images;and the application of low rank matrix decomposition method in image restoration.

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Third international conference on advanced algorithms and signal image processing, aasip 2023

Third International Conference on Advanced Algorithms and Si...

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3rd international conference on advanced algorithms and signal image processing, aasip 2023

ISBN: (纸本)9781510668522

The proceedings contain 210 papers. The topics discussed include: research progress and prospects of intelligent planning algorithms in navigation collision avoidance;research on determining the end point of carbon kneading based on LSTM algorithm;pavement grade recognition algorithm based on sprung mass acceleration;research on distributed network information security diagnosis method based on matrix algorithm;two-dimensional array antenna directional pattern optimization method based on genetic simulated annealing algorithm;air defense target allocation based on improved genetic algorithm;research on visible and infrared binocular image fusion algorithm based on improved NSCT;study and application of migration technology in ground penetrating radar (GPR) data processing;load forecasting analysis based on the residential electricity consumption data;performance of BOK-MPSK chirp modulation for data transmission;and anomaly detection method of power purchase material data based on B IRCH clustering algorithm and time series.

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Fourth international conference on advanced algorithms and signal image processing, aasip 2024

Fourth International Conference on Advanced Algorithms and S...

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4th international conference on advanced algorithms and signal image processing, aasip 2024

ISBN: (纸本)9781510682801

The proceedings contain 49 papers. The topics discussed include: auto thresholds of image multi-level segmentation applying maximum value to construct 2 d histogram;intersection lane line segmentation algorithm based on improved YOLOv8n-seg;controllable image subtitle generation in electric power construction scenes based on codec;privacy dataset distillation for medical imaging using class centralization and covariance matching for OCTMNIST;a secure encryption algorithm for substation inspection images based on chaotic map and DNA coding;an optimized YOLOv8-based algorithm for remote sensing image detection;intelligent generation of home design images based on AIGC technology;adaptive micro-area X-ray spectroscopy peak finding based on symmetric zero-area method;double-exponential trapezoidal shaping filtering algorithm based on FPGA;layout optimization of millimeter-wave radar in subway tunnels based on incomprehensible but intelligible-in-time logics optimization algorithm;traffic sign dehazing based on improved conditional generative adversarial network;and MCTSleepNet: transformer-based sleep classification with multimodal fusion.

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Three quantum neural network architectures for multi-class image classification 3

Three quantum neural network architectures for multi-class i...

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3rd international conference on algorithms, Network, and Communication Technology, ICANCT 2024

作者： Qu, Guangkai Yu, Xianglong Wang, Zhimin Gu, Yongjian Faculty of Information Science and Engineering Ocean University of China Qingdao266100 China

ISBN: (数字)9781510688902

ISBN: (纸本)9781510688896

Quantum neural networks (QNNs) integrate the advantages of quantum information with the formidable capabilities of classical neural networks, exhibiting notable potential in image classification tasks. However, the performance of current QNNs in processing multi-class image classification tasks still leaves room for improvement. In this paper, we propose three QNN architectures to enhance the accuracy of multi-class image classification by utilizing techniques of overparameterization, dense pooling, and local feature extraction. These networks are capable of mapping conventional data to the amplitudes of quantum states via amplitude encoding, eschewing the need for traditional dimensionality reduction techniques. Following processing with parameterized quantum circuits (PQCs), we conduct quantum measurements to extract feature information. We validate the proposed architectures using the MNIST dataset for eight-class image classification problems. The experimental results unequivocally demonstrate that the three techniques we employed significantly enhance the accuracy of QNNs in multi-class image classification tasks. © 2025 SPIE.

关键词： Quantum electronics

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Automatic Adaption of the Step Size in Gradient Descent Training

Automatic Adaption of the Step Size in Gradient Descent Trai...

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2025 IEEE international conference on Acoustics, Speech, and signal processing, ICASSP 2025

作者： Nogueiras-Rodríguez, Albino Nogueiras-Marco, Ignasi Universitat Politècnica de Catalunya Barcelona Spain Centre d'Estudis Avançats de Blanes - CSIC Blanes Spain

ISBN: (纸本)9798350368741

Selecting an appropriate step size is critical in Gradient Descent algorithms used to train Neural Networks for Deep Learning tasks. A small value of the step size leads to slow convergence, while a large value can lead to instability. In this paper, we present ACME, a gradient descent algorithm that automatically updates the step size to its optimum value. When combined with Adaptive Moment Estimation (ADAM) and/or Adaptive Sharpness Aware Minimization (ASAM), ACME achieves performances similar to them, but without the burden of carefully adjusting the learning rate or designing intricate learning rate scheduling policies. The code of ACME, ready to be used by itself or in combination with ADAM and/or ASAM, is available at https://***/ignasi00/***. © 2025 IEEE.

关键词： Deep Learning Gradient Descent image Recognition Learning Rate Optimization algorithms Step Size

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BIAWDiff: Enhancing Low-Light images with Bio-Inspired Attention and Wavelet Diffusion

BIAWDiff: Enhancing Low-Light Images with Bio-Inspired Atten...

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2025 IEEE international conference on Acoustics, Speech, and signal processing, ICASSP 2025

作者： Li, Zeyu Yang, Sheng Yang, Hanxiang Tang, Xiongxin Wu, Fengge Xu, Fanjiang Institute of Software Chinese Academy of Sciences Beijing China University of Chinese Academy of Sciences Beijing China

ISBN: (纸本)9798350368741

Low-light image enhancement aims to improve visual quality under challenging lighting conditions while preserving details and color fidelity. Existing traditional algorithms and deep learning approaches, often struggle with balancing brightness enhancement and detail preservation, leading to issues such as overexposure, artifacts, and loss of high-frequency details. To address these challenges, we propose a novel method, Bio-Inspired Attention and Wavelet Diffusion (BIAWDiff), that integrates Retinex theory with bio-inspired attention and wavelet-based diffusion models to enhance low-light images. BIAWDiff consists of three key modules: the Initial Light Restoration (ILR) module for brightness enhancement and noise reduction, the Rod Cell-Inspired Attention Refinement (RCAR) module for luminance refinement, and the Detail Refinement (DR) module for restoring high-frequency details. Experimental results demonstrate that BIAWDiff outperforms existing techniques, achieving superior results in brightness enhancement, noise reduction, and detail preservation, with an average PSNR increase of 5.1% and SSIM improvement of 3.2% on paired datasets, and a reduction in NIQE and BRISQUE by 7.4% and 8.6% on unpaired datasets. © 2025 IEEE.

关键词： diffusion models Low-light image enhancement Retinex theory transformer wavelet domain

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2021 4th international conference on Sensors, signal and image processing, SSIP 2021

2021 4th International Conference on Sensors, Signal and Ima...

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4th international conference on Sensors, signal and image processing, SSIP 2021

ISBN: (纸本)9781450385725

The proceedings contain 12 papers. The topics discussed include: from level line tree to iso-tree;Crack-SegNet: surface crack detection in complex background using encoder-decoder architecture;estimation of the surface quality of galvanized steel: the method of decomposing the image into layers;research on image dimensionality reduction algorithms;DeepLab network for meteorological trough line recognition;multi-task command and control system based on cloud architecture;implementation and evaluation of image transmission protocol in wireless multimedia sensor networks;an optical tracking system with defaced marker detection;and generic demosaicking method for multispectral filter arrays based on adaptive frequency domain filtering.

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IVSP 2021 - 2021 3rd international conference on image, Video and signal processing

IVSP 2021 - 2021 3rd International Conference on Image, Vide...

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3rd international conference on image, Video and signal processing, IVSP 2021

ISBN: (纸本)9781450388917

The proceedings contain 20 papers. The topics discussed include: perceptual evaluation of low-light image enhancement algorithms;meta-learning based Siamese network with channel-wise self-attention for visual tracking;research on airport visibility detection under complex conditions;improving adversarial attacks on face recognition using a modified image translation model;multi-scale haze removal via residual network;calibration fixation points that enable accurate gaze estimation with pupil image capturing camera installed almost next to eye: calibration fixation points with camera installed almost next to eye;3D visual discomfort prediction based on scene structure and depth difference;correction of continuous speech from hearing-impaired speakers;a transformer-based Chinese non-autoregressive speech synthesis scheme;and proposal of the aesthetic experience-oriented evaluation framework for field-recording sound retrieval system: experiments using acoustic feature signatures based on multiscale fractal dimension.

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VSIP 2021 - Proceedings of 2021 3rd international conference on Video, signal and image processing

VSIP 2021 - Proceedings of 2021 3rd International Conference...

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3rd international conference on Video, signal and image processing, VSIP 2021

ISBN: (纸本)9781450385886

The proceedings contain 22 papers. The topics discussed include: real time hand gesture recognition in industry;epidemic prevention system based on voice recognition combined with intelligent recognition of mask and helmet;activity recognition in industrial environment using two layers learning;a new method of specific emitter feature extraction based on IQ imbalance;mixup augmentation for deep hashing;multi-resolution Gabor descriptor for corrosion detection in pipeline video sequences;image deep steganography detection based on knowledge distillation in teacher-student network;a multi-scale framework for visual grounding;a comparison of three swarm-based optimization algorithms in wind turbine radar clutter micro-motion parameters estimation;the influence of accounting information system quality and human resource competency on information quality;measurement and analysis of electrophysiological propagation on the cardiac slice-based biosensor;and improve the field-of-view of cameras: consideration on the micro lens array.

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