搜索CNN共有 94 个结果

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1

基于可重构阵列的CNN数据量化方法

CNN data quantization method based on reconfigurable array

Zhu Jiayang

Jiang Lin

Li Yuancheng

Song Jia

Liu Shuai

convolutional neural network(CNN)

data quantization

reconfigurable structure

parallel mapping

acceleration ratio

2024年第4期 : 1070-1076 doi:10.19734/j.issn.1001-3695.2023.07.0378

2

TCSNGAN:基于Transformer和谱归一化CNN的图像生成模型

TCSNGAN: image generation model based on Transformer and CNN with spectral normalization

Qian Huimin

Mao Qiuling

Chen Shi

Han Yixing

Lyu Benjie

generative adversarial networks

image generation

Transformer

Lipschitz discriminator

2024年第4期 : 1221-1227 doi:10.19734/j.issn.1001-3695.2023.07.0357

3

基于深度展开模型的毫米波稀疏成像算法

Millimeter wave sparse imaging algorithm based on depth expansion model

Che Li

Wu Yongman

Jiang Liubing

Mou Yujie

millimeter wave radar

sparse imaging

compressed sensing(CS)

depth expansion model

convolutional neural network(CNN)

2023年第11期 : 3496-3502 doi:10.19734/j.issn.1001-3695.2023.03.0121

4

基于Spark和AMPSO的并行深度卷积神经网络优化算法

Parallel deep convolution neural network optimization algorithm based on Spark and AMPSO

Liu Weiming

Luo Quancheng

Mao Yimin

Peng Zhe

parallel DCNN algorithm

Spark

PDCNN-SAMPSO algorithm

load balancing

2023年第10期 : 2957-2966 doi:10.19734/j.issn.1001-3695.2023.03.0083

5

基于NSCT域滚动引导滤波与自适应PCNN的医学图像融合

Medical image fusion based on rolling guide filter and adaptive PCNN in NSCT domain

Di Jing

Guo Wenqing

Liu Jizhao

Lian Jing

Ren Li

medical image fusion

non-subsampled contourlet transform

phase consistency

rolling guidance filtering

adaptive dual-channel pulse coupled neural network

2023年第8期 : 2520-2525,2530 doi:10.19734/j.issn.1001-3695.2022.12.0643

6

多任务实时声音事件检测卷积模型与复合数据扩增

Multi-task real time CNN model and combined data augmentation for sound event detection

Liu Chen

Ni Renjie

Zhou Lixin

real-time sound event detection

efficient CNN

multi-task learning

data augmentation

2023年第4期 : 1080-1087 doi:10.19734/j.issn.1001-3695.2022.07.0415

7

基于1-D CNN的二阶段OFDM系统定时同步方法

1-D CNN-based two-stage timing synchronization method for OFDM systems

Qing Chaojin

Yang Na

Tang Shuhai

Rao Chuangui

two stage timing synchronization

one-dimensional convolutional neural network(1-D CNN)

orthogonal frequency division multiplexing

2023年第2期 : 565-570 doi:10.19734/j.issn.1001-3695.2022.05.0310

8

基于BERT和多窗口门控CNN的电机领域命名实体识别

Named entity recognition in motor field based on BERT and multi-window gated CNN

Zhang Zhiyuan

Sun Shuihua

Xu Shi'ao

Xu Fan

Liu Jianhua

named entity recognition

motor field

BERT model

multi-window gated CNN

BiLSTM model

2023年第1期 : 107-114 doi:10.19734/j.issn.1001-3695.2022.05.0278

9

V2G网络中基于联邦学习和CNN-BiLSTM的DDoS攻击检测

DDoS in V2G: intrusion detection based on federated learning and CNN-BiLSTM

Lin Zhaoliang

Li Jinguo

Huang Runke

vehicle to grid(V2G)

distributed denial of service(DDoS)

federated learning

CNN-BiLSTM

intrusion detection

privacy

2023年第1期 : 272-277 doi:10.19734/j.issn.1001-3695.2022.06.0265

10

FuseNet：应用于移动端的轻量型图像识别网络

FuseNet：lightweight image recognition network for mobile applications

Tian Xinchi

Wang Yagang

Yin Zhong

convolutional neural network(CNN)

image recognition

mobile device

lightweight

Transformer

FuseNet

2023年第1期 : 288-293,298 doi:10.19734/j.issn.1001-3695.2022.05.0230

11

基于多任务学习CNN辅助Transformer的手部mesh重建

Hand mesh reconstruction based on Transformer with assist of multi task learning CNN

Xie Su

Zhang Sunjie

Wang Yongxiong

Yan Tingli

hand pose estimation

hand mesh reconstruction

HOG feature

multi task learning

Transformer

2022年第12期 : 3830-3836 doi:10.19734/j.issn.1001-3695.2022.04.0161

12

基于DSPP的单目图像深度估计

Monocular depth estimation based on DSPP

Zhang Jinglan

Wei Min

Wen Wu

monocular depth estimation

CNN

deep learning

2022年第12期 : 3837-3840 doi:10.19734/j.issn.1001-3695.2022.05.0212

13

基于特征嵌入的去流行度偏差混合推荐算法

Hybrid recommendation algorithm for removing popularity bias based on feature embedding

Li Peng

Zhu Xinru

Su Xinjie

BPR algorithm

recommender system

CNN

popularity bias

2022年第11期 : 3275-3280 doi:10.19734/j.issn.1001-3695.2022.04.0193

14

基于Im2col的并行深度卷积神经网络优化算法

Parallel deep convolution neural network optimization based on Im2col

Hu Jian

Gong Ke

Mao Yimin

Chen Zhigang

Chen Liang

big data

DCNN algorithm

parallel computing

feature extraction

image classification

2022年第10期 : 2950-2956,2961 doi:10.19734/j.issn.1001-3695.2022.03.0114

15

基于深度学习的视频行为识别技术综述

Review of video action recognition technology based on deep learning

Li Chen

He Ming

Wang Yong

Luo Ling

Han Wei

action recognition(AR)

deep learning

convolutional neural network(CNN)

Transformer

RGB video

2022年第9期 : 2561-2569 doi:10.19734/j.issn.1001-3695.2022.03.0077

16

新的基于融合向量的DGA域名检测方法

New DGA domain name detection method based on fusion vector

Li Xiaodong

Li Yuqiang

Song Yuanfeng

Hou Mengshu

botnet

malicious domain name

deep learning

convolutional neural network(CNN)

bidirectional gated recurrent unit(BiGRU)

2022年第6期 : 1834-1837,1844 doi:10.19734/j.issn.1001-3695.2021.11.0596

17

基于APCNN和BiGRU-Att的单词DGA域名检测方法

Word-based DGA domain name detection method based on APCNN and BiGRU-Att

Huang Weiqiu

Ou Yuyi

Ling Jie

word-based domain generation algorithm

domain name detection

improved parallel convolutional neural network

attention mechanism

2022年第5期 : 1541-1545 doi:10.19734/j.issn.1001-3695.2021.10.0452

18

基于多尺度卷积神经网络的交通标示识别研究

Study on traffic sign recognition based on multi-scale convolutional neural network

Liu Wanjun

Li Jiaxin

Qu Haicheng

convolutional neural network(CNN)

traffic sign identification

SF-RCNN

MASPP

F-concat

2022年第5期 : 1557-1562 doi:10.19734/j.issn.1001-3695.2021.10.0457

19

基于注意力机制的红外与可见光图像融合网络

Fusion network based on attention mechanism for infrared and visible images

Chen Yihan

Zheng Qianying

image fusion

convolution neural network

trainable fusion strategy

CNN

visible image

2022年第5期 : 1569-1572,1585 doi:10.19734/j.issn.1001-3695.2021.10.0422

20

基于卷积神经网络的多模态视频场景分割优化算法

Multi-modal video scene segmentation optimization algorithm based on convolutional neural network

Huang Qing

Feng Hongcai

Liu Li

scene segmentation

multi-modal

convolutional neural networks(CNN)

similarity measure

VGG19

2022年第5期 : 1595-1600 doi:10.19734/j.issn.1001-3695.2021.10.0404

21

NEMTF：基于多维度文本特征的新闻网页信息提取方法

NEMTF: method of news Web content extraction based on multi-dimensional text features

Weng Binyue

Qin Yongbin

Huang Ruizhang

Ren Lina

Tian Yuelin

Web content extraction

convolutional neural network(CNN)

Web mining

text feature

2022年第4期 : 1043-1048 doi:10.19734/j.issn.1001-3695.2021.10.0407

22

基于FT_SSIM和ICAGA_CNN在小样本场景下雷达动作识别方法研究

Research on radar action recognition method based on FT_SSIM and ICAGA_CNN in small sample scenes

Jiang Liubing

Pan Bo

Wu Minyang

Zhu Boqing

Che Li

millimeter wave radar

time-frequency analysis

FT_SSIM data enhancement

ICAGA hyperparameter tuning

2022年第4期 : 1105-1110 doi:10.19734/j.issn.1001-3695.2021.09.0378

23

融合局部特征与两阶段注意力权重学习的面部表情识别

Deep convolutional neural network fusing local feature and two-stage attention weight learning for facial expression recognition

Zheng Jian

Zheng Chi

Liu Hao

Yu Xiangchun

facial expression recognition

deep convolutional neural network(DCNN)

fusing local feature

two-stage attention weight learning

region-biased loss function

2022年第3期 : 889-894,918 doi:10.19734/j.issn.1001-3695.2021.07.0287

24

基于可重叠混淆树的卷积神经网络

CT-CNN: overlapping confusion tree based convolutional neural network

Liu Yuntao

Li Yuan

Liu Xunyun

deep learning

community detection

image classification

confusion graph

2022年第3期 : 938-942 doi:10.19734/j.issn.1001-3695.2021.07.0308

25

基于融合CNN和Transformer的分离结构机器翻译模型

Separate structure machine translation model based on fusion of CNN and Transformer

Ge Junwei

Tu Zhaohao

Fang Yiqiu

convolutional attention

module separation

machine translation

2022年第2期 : 432-435 doi:10.19734/j.issn.1001-3695.2021.07.0274

26

基于改进SPCNN模型的机场跑道胶痕检测方法

Airport runway rubber mark detection method based on improved simplified pulse-coupled neural network

Liu Xiaolin

Wu Jiamin

image segmentation

airport runway rubber mark

pulse coupled neural network(PCNN)

cuckoo search algorithm

2022年第2期 : 609-612,622 doi:10.19734/j.issn.1001-3695.2021.06.0238

27

基于PWC-Net的多层权值和轻量化改进光流估计算法

Multi-layer weight and lightweight improved optical flow estimation algorithm based on PWC-Net

Hu Yixuan

Wu Fei

Xiong Yujie

dense optical flow

lightweight

CNN

network decoupling

pyramid structure

2022年第1期 : 291-295 doi:10.19734/j.issn.1001-3695.2021.05.0204

28

基于NSST的改进双通道PCNN多聚焦RGB图像融合

Improved dual-channel PCNN multi-focus RGB image fusion based on NSST

Di Jing

Yin Shijie

Lian Jing

multi-focus fusion

non-subsampled shear waves

pulse coupled neural network(PCNN)

Lab color space

visual characteristics of the human eye

2022年第1期 : 308-311,315 doi:10.19734/j.issn.1001-3695.2021.05.0208

29

基于多分辨率特征和时频注意力的环境声音分类

Environmental sound classification based on multi-resolution features and time-frequency attention

Liu Hui

Li Xiaoxia

He Hongsen

environmental sound classification(ESC)

convolution neural network(CNN)

time-frequency attention module

multi-channel features

multi-resolution features

2021年第12期 : 3569-3573 doi:10.19734/j.issn.1001-3695.2021.05.0184

30

基于改进三元组损失的伪造人脸视频检测方法

Fake face video detection method based on improved triplet loss

Yang Ting

Zhu Xi'an

Zhang Fan

deep learning

fake face detection

improved triplet loss

convolutional neural network(CNN)

hard samples

2021年第12期 : 3771-3775 doi:10.19734/j.issn.1001-3695.2021.04.0130

31

基于深度半监督的柬语句子级情感分类

Sentiment classification of Khmer sentences based on deep semi-supervised

Li Chao

Yan Xin

Xu Guangyi

Mo Yuanyuan

Zhou Feng

sentence-level sentiment classification in Khmer

lexicon embedding

CNN

semi-supervision

temporal ensembling model

2021年第11期 : 3283-3288 doi:10.19734/j.issn.1001-3695.2021.04.0105

32

基于改进Mask R-CNN的在架图书书脊图像实例分割方法

Improved Mask R-CNN based instance segmentation method for spine image of books on shelves

Zeng Wenwen

Yang Yang

Zhong Xiaopin

smart library

image segmentation

Mask R-CNN

rotation feature extraction

2021年第11期 : 3456-3459,3505 doi:10.19734/j.issn.1001-3695.2021.01.0069

33

基于图卷积与外积的协同过滤推荐模型

Collaborative filtering recommendation model based on graph convolution and cross product

Su Jing

Xu Tianqi

Zhang Xiankun

Shi Yancui

Gu Shuting

recommended system

collaborative filtering

graph neural network(GNN)

convolutional neural network(CNN)

matrix factorization

2021年第10期 : 3044-3048 doi:10.19734/j.issn.1001-3695.2021.02.0053

34

结合IMask R-CNN的绳驱机械臂视觉抓取方法研究

Visual grasping method of rope-drive manipulator using IMask R-CNN

Yuan Yuan

Chen Yu

Zhou Qinghua

Jiang Ming

He Shiqiong

rope-driven manipulator

Mask R-CNN

inverse kinematics

three-dimensional positioning

visual capture

2021年第10期 : 3093-3097 doi:10.19734/j.issn.1001-3695.2021.03.0082

35

基于CNN-WaveNet的滚动轴承剩余寿命预测

Remaining life prediction of rolling bearing based on CNN-WaveNet

Quan Hang

Zhang Qiang

Shao Siyu

Niu Tianlin

Yang Xinyu

deep learning

convolutional neural networks(CNN)

WaveNet

rolling bearing

life prediction

2021年第10期 : 3098-3103 doi:10.19734/j.issn.1001-3695.2021.03.0078

36

结合Tri-training和CV-CNN的半监督PolSAR图像分类

Semi-supervised PolSAR image classification with Tri-training and CV-CNN model

Xie Wen

Ma Gaini

Zhao Feng

Liu Hanqiang

Zhang Lu

PolSAR image classification

Wishart classifier

Tri-training

complex valued convolutional neural network(CV-CNN)

2021年第8期 : 2537-2542 doi:10.19734/j.issn.1001-3695.2020.11.0430

37

挖掘文本框位置特性的anchor-free自然场景文本检测

Mining text box location feature for anchor-free text detection in natural scene images

Lu Liqiong

Wu Dong

Wu Tao

Liu Yao

natural scene image

text detection

location feature

anchor-free

CNN

2021年第8期 : 2556-2560 doi:10.19734/j.issn.1001-3695.2020.10.0425

38

基于并联CNN-SE-Bi-LSTM的轴承剩余使用寿命预测

Prediction of bearing remaining useful life based on parallel CNN-SE-Bi-LSTM

Cao Zhengzhi

Ye Chunming

remaining useful life prediction

deep learning

bi-directional long-short term memory network

squeeze and excitation operations(SE-Net)

2021年第7期 : 2103-2107 doi:10.19734/j.issn.1001-3695.2020.08.0224

39

动态概率卷积神经网络在雷达回波外推中的应用

Application of dynamic probability convolutional neural network in radar echo extrapolation

Wu Zhuosheng

Zhang Wei

Lin Yan

Teng Shaohua

dynamic probability

radar echo extrapolation

deep learning

CNN

2021年第7期 : 2125-2129 doi:10.19734/j.issn.1001-3695.2020.11.0404

40

基于卷积神经网络的跨层融合边缘检测算法

Cross fusion edge detection algorithm based on CNN

Li Cuijin

Qu Zhong

edge detection

loss function

cross fusion

VGG16

dataset

2021年第7期 : 2183-2187 doi:10.19734/j.issn.1001-3695.2020.07.0269

41

改进型的batch normalization:BNalpha

Improvement of batch normalization:BNalpha

Luo Chenhui

Sun Hongfei

CNN

deep learning

image classification

batch normalization

2021年第6期 : 1870-1873 doi:10.19734/j.issn.1001-3695.2020.06.0202

42

基于改进MTCNN的多尺度安全帽识别

Multi-scale safety helmet detection based on improved MTCNN

Pang Shuyang

Lu Sha

safety helmet detection

deep learning

object detection

MTCNN

MobileNet

2021年第6期 : 1907-1912,1916 doi:10.19734/j.issn.1001-3695.2020.06.0205

43

基于上下文多尺度融合的棉铃计数算法

Cotton bolls counting algorithm in field based on density level classification

Huang Ziyun

Li Yanan

Wang Haihui

cotton boll

object counting

context information

multi-scale feature

convolutional neural network(CNN)

2021年第6期 : 1913-1916 doi:10.19734/j.issn.1001-3695.2020.06.0206

44

基于大数据的并行化深度卷积神经网络优化算法

Parallel deep convolution neural network optimization algorithm based on big data

Mao Yimin

Zhang Ruipeng

Cao Wenliang

deep convolutional neural network(DCNN) algorithm

MapReduce framework

conjugate gradient strategy based on modified secant equation(CGMSE)

pruning method based on feature map(PFM) strategy

load balancing strategy based balancing load rate(LBRLA) strategy

2021年第5期 : 1416-1421 doi:10.19734/j.issn.1001-3695.2020.04.0112

45

基于双通道词向量的ACRNN文本分类

Dual-channel word vectors based ACRNN for text classification

Xing Xin

Sun Guozi

text classification

bidirectional long short term memory network(Bi-LSTM)

convolutional neural network(CNN)

attention mechanism

dual-channel

word vector

2021年第4期 : 1033-1037 doi:10.19734/j.issn.1001-3695.2020.05.0127

46

融合上下文信息的深度推荐模型

Deep recommendation model with context information

Hu Chaoju

Zheng Hao

deep learning

multilayer perceptron

convolutional neural network(CNN)

fusion model

2021年第4期 : 1074-1078 doi:10.19734/j.issn.1001-3695.2020.03.0099

47

PipeCNN：一种基于软件流水线的并行化卷积神经网络方法

PipeCNN：parallelization of convolutional neural network based on software pipeline technology

Wu Peng

Zhou Ningning

convolutional neural network(CNN)

software pipeline

model parallelism

deep learning

2021年第4期 : 1079-1083 doi:10.19734/j.issn.1001-3695.2020.02.0038

48

基于图像视野划分的公共场所人群计数模型

Public place crowd counting model based on image field division

Yuan Jian

Wang Shanshan

Luo Yingwei

crowd counting

convolutional neural network(CNN)

image field division

lightweight

2021年第4期 : 1256-1260,1280 doi:10.19734/j.issn.1001-3695.2020.02.0076

49

基于卷积特征建模的目标检测方法

Object detection based on convolutional feature modeling

Pan Qiuyu

Wang Wei

Wang Mingming

Wang Daoshun

object detection

correlation of feature

multi branch fusion

effective receptive field

CNN

2021年第3期 : 928-931 doi:10.19734/j.issn.1001-3695.2019.11.0692

50

基于深度学习的面部修复技术综述

Survey of facial completion techniques based on deep learning

Liu Ying

She Jianchu

Gong Yanchao

Lu Jin

Wang Fuping

Lim Kengpang

Li Yinghua

facial image completion

deep learning

generative adversarial network(GAN)

convolutional neural network(CNN)

2021年第1期 : 9-14 doi:10.19734/j.issn.1001-3695.2019.10.0583