SearchCNNreturned 100 results

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1

Combined non-linearity convolution kernel generation: strong robust CNN design method based on IoT

CN2Conv：面向物联网设备的强鲁棒CNN设计方法

Chai Zhi

Ding Chuntao

Guo Hui

Zhang Junna

convolutional neural network(CNN)

cloud-assisted training

less parameter model

robustness

No. 7, 2025 : 2154-2160 doi:10.19734/j.issn.1001-3695.2024.12.0500

2

CNN multidimensional fusion data reuse method for reconfigurable arrays

面向可重构阵列的CNN多维融合数据复用方法

Zhang Xiaofan

Jiang Lin

Li Yuancheng

Sheng Mingwei

convolutional neural network

reconfigure structure

data reuse

parallel acceleration

No. 6, 2025 : 1801-1806 doi:10.19734/j.issn.1001-3695.2024.10.0418

3

Multi-task indoor Wi-Fi fingerprinting positioning method based on LCVAE-CNN

基于LCVAE-CNN的多任务室内Wi-Fi指纹定位方法

Wu Shixun

Zeng Xinrui

Xu Kai

Lan Zhangli

Zhang Miao

Jin Yue

indoor positioning

LCVAE

CNN

data augmentation

No. 6, 2025 : 1844-1851 doi:10.19734/j.issn.1001-3695.2024.10.0461

4

Fast coding algorithm based on predictive partition convolutional neural network for 360-degree video

基于预测划分卷积神经网络的全景视频快速编码算法

Xiang Hai

Chen Fen

Qin Yiqing

Li Xu

Peng Zongju

ERP 360-degree video

latitude

CU partition

PP-CNN

No. 6, 2025 : 1915-1920 doi:10.19734/j.issn.1001-3695.2024.07.0350

5

CNN and visual state space based semantic segmentation of remote sensing images

基于CNN和视觉状态空间的遥感影像语义分割

Zhang Shijie

Zhang Bin

Zhao Wenhao

remote sensing

semantic segmentation

visual state space

CNN

feature fusion

No. 5, 2025 : 1583-1588 doi:10.19734/j.issn.1001-3695.2024.07.0269

6

Parallel dual-branch image segmentation of skin lesions fusing CNN and Transformer

融合CNN和Transformer的并行双分支皮肤病灶图像分割

Tao Xiting

Ye Qing

skin lesions

medical image segmentation

CNN

Transformer

feature fusion

No. 8, 2024 : 2554-2560 doi:10.19734/j.issn.1001-3695.2023.10.0600

7

CNN data quantization method based on reconfigurable array

基于可重构阵列的CNN数据量化方法

Zhu Jiayang

Jiang Lin

Li Yuancheng

Song Jia

Liu Shuai

convolutional neural network(CNN)

data quantization

reconfigurable structure

parallel mapping

acceleration ratio

No. 4, 2024 : 1070-1076 doi:10.19734/j.issn.1001-3695.2023.07.0378

8

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

TCSNGAN:基于Transformer和谱归一化CNN的图像生成模型

Qian Huimin

Mao Qiuling

Chen Shi

Han Yixing

Lyu Benjie

generative adversarial networks

image generation

Transformer

Lipschitz discriminator

No. 4, 2024 : 1221-1227 doi:10.19734/j.issn.1001-3695.2023.07.0357

9

Millimeter wave sparse imaging algorithm based on depth expansion model

基于深度展开模型的毫米波稀疏成像算法

Che Li

Wu Yongman

Jiang Liubing

Mou Yujie

millimeter wave radar

sparse imaging

compressed sensing(CS)

depth expansion model

convolutional neural network(CNN)

No. 11, 2023 : 3496-3502 doi:10.19734/j.issn.1001-3695.2023.03.0121

10

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

基于Spark和AMPSO的并行深度卷积神经网络优化算法

Liu Weiming

Luo Quancheng

Mao Yimin

Peng Zhe

parallel DCNN algorithm

Spark

PDCNN-SAMPSO algorithm

load balancing

No. 10, 2023 : 2957-2966 doi:10.19734/j.issn.1001-3695.2023.03.0083

11

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

基于NSCT域滚动引导滤波与自适应PCNN的医学图像融合

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

No. 8, 2023 : 2520-2525,2530 doi:10.19734/j.issn.1001-3695.2022.12.0643

12

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

多任务实时声音事件检测卷积模型与复合数据扩增

Liu Chen

Ni Renjie

Zhou Lixin

real-time sound event detection

efficient CNN

multi-task learning

data augmentation

No. 4, 2023 : 1080-1087 doi:10.19734/j.issn.1001-3695.2022.07.0415

13

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

基于1-D CNN的二阶段OFDM系统定时同步方法

Qing Chaojin

Yang Na

Tang Shuhai

Rao Chuangui

two stage timing synchronization

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

orthogonal frequency division multiplexing

No. 2, 2023 : 565-570 doi:10.19734/j.issn.1001-3695.2022.05.0310

14

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

基于BERT和多窗口门控CNN的电机领域命名实体识别

Zhang Zhiyuan

Sun Shuihua

Xu Shi'ao

Xu Fan

Liu Jianhua

named entity recognition

motor field

BERT model

multi-window gated CNN

BiLSTM model

No. 1, 2023 : 107-114 doi:10.19734/j.issn.1001-3695.2022.05.0278

15

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

V2G网络中基于联邦学习和CNN-BiLSTM的DDoS攻击检测

Lin Zhaoliang

Li Jinguo

Huang Runke

vehicle to grid(V2G)

distributed denial of service(DDoS)

federated learning

CNN-BiLSTM

intrusion detection

privacy

No. 1, 2023 : 272-277 doi:10.19734/j.issn.1001-3695.2022.06.0265

16

FuseNet：lightweight image recognition network for mobile applications

FuseNet：应用于移动端的轻量型图像识别网络

Tian Xinchi

Wang Yagang

Yin Zhong

convolutional neural network(CNN)

image recognition

mobile device

lightweight

Transformer

FuseNet

No. 1, 2023 : 288-293,298 doi:10.19734/j.issn.1001-3695.2022.05.0230

17

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

基于多任务学习CNN辅助Transformer的手部mesh重建

Xie Su

Zhang Sunjie

Wang Yongxiong

Yan Tingli

hand pose estimation

hand mesh reconstruction

HOG feature

multi task learning

Transformer

No. 12, 2022 : 3830-3836 doi:10.19734/j.issn.1001-3695.2022.04.0161

18

Monocular depth estimation based on DSPP

基于DSPP的单目图像深度估计

Zhang Jinglan

Wei Min

Wen Wu

monocular depth estimation

CNN

deep learning

No. 12, 2022 : 3837-3840 doi:10.19734/j.issn.1001-3695.2022.05.0212

19

Hybrid recommendation algorithm for removing popularity bias based on feature embedding

基于特征嵌入的去流行度偏差混合推荐算法

Li Peng

Zhu Xinru

Su Xinjie

BPR algorithm

recommender system

CNN

popularity bias

No. 11, 2022 : 3275-3280 doi:10.19734/j.issn.1001-3695.2022.04.0193

20

Parallel deep convolution neural network optimization based on Im2col

基于Im2col的并行深度卷积神经网络优化算法

Hu Jian

Gong Ke

Mao Yimin

Chen Zhigang

Chen Liang

big data

DCNN algorithm

parallel computing

feature extraction

image classification

No. 10, 2022 : 2950-2956,2961 doi:10.19734/j.issn.1001-3695.2022.03.0114

21

Review of video action recognition technology based on deep learning

基于深度学习的视频行为识别技术综述

Li Chen

He Ming

Wang Yong

Luo Ling

Han Wei

action recognition(AR)

deep learning

convolutional neural network(CNN)

Transformer

RGB video

No. 9, 2022 : 2561-2569 doi:10.19734/j.issn.1001-3695.2022.03.0077

22

New DGA domain name detection method based on fusion vector

新的基于融合向量的DGA域名检测方法

Li Xiaodong

Li Yuqiang

Song Yuanfeng

Hou Mengshu

botnet

malicious domain name

deep learning

convolutional neural network(CNN)

bidirectional gated recurrent unit(BiGRU)

No. 6, 2022 : 1834-1837,1844 doi:10.19734/j.issn.1001-3695.2021.11.0596

23

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

基于APCNN和BiGRU-Att的单词DGA域名检测方法

Huang Weiqiu

Ou Yuyi

Ling Jie

word-based domain generation algorithm

domain name detection

improved parallel convolutional neural network

attention mechanism

No. 5, 2022 : 1541-1545 doi:10.19734/j.issn.1001-3695.2021.10.0452

24

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

基于多尺度卷积神经网络的交通标示识别研究

Liu Wanjun

Li Jiaxin

Qu Haicheng

convolutional neural network(CNN)

traffic sign identification

SF-RCNN

MASPP

F-concat

No. 5, 2022 : 1557-1562 doi:10.19734/j.issn.1001-3695.2021.10.0457

25

Fusion network based on attention mechanism for infrared and visible images

基于注意力机制的红外与可见光图像融合网络

Chen Yihan

Zheng Qianying

image fusion

convolution neural network

trainable fusion strategy

CNN

visible image

No. 5, 2022 : 1569-1572,1585 doi:10.19734/j.issn.1001-3695.2021.10.0422

26

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

基于卷积神经网络的多模态视频场景分割优化算法

Huang Qing

Feng Hongcai

Liu Li

scene segmentation

multi-modal

convolutional neural networks(CNN)

similarity measure

VGG19

No. 5, 2022 : 1595-1600 doi:10.19734/j.issn.1001-3695.2021.10.0404

27

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

NEMTF：基于多维度文本特征的新闻网页信息提取方法

Weng Binyue

Qin Yongbin

Huang Ruizhang

Ren Lina

Tian Yuelin

Web content extraction

convolutional neural network(CNN)

Web mining

text feature

No. 4, 2022 : 1043-1048 doi:10.19734/j.issn.1001-3695.2021.10.0407

28

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

基于FT_SSIM和ICAGA_CNN在小样本场景下雷达动作识别方法研究

Jiang Liubing

Pan Bo

Wu Minyang

Zhu Boqing

Che Li

millimeter wave radar

time-frequency analysis

FT_SSIM data enhancement

ICAGA hyperparameter tuning

No. 4, 2022 : 1105-1110 doi:10.19734/j.issn.1001-3695.2021.09.0378

29

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

融合局部特征与两阶段注意力权重学习的面部表情识别

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

No. 3, 2022 : 889-894,918 doi:10.19734/j.issn.1001-3695.2021.07.0287

30

CT-CNN: overlapping confusion tree based convolutional neural network

基于可重叠混淆树的卷积神经网络

Liu Yuntao

Li Yuan

Liu Xunyun

deep learning

community detection

image classification

confusion graph

No. 3, 2022 : 938-942 doi:10.19734/j.issn.1001-3695.2021.07.0308

31

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

基于融合CNN和Transformer的分离结构机器翻译模型

Ge Junwei

Tu Zhaohao

Fang Yiqiu

convolutional attention

module separation

machine translation

No. 2, 2022 : 432-435 doi:10.19734/j.issn.1001-3695.2021.07.0274

32

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

基于改进SPCNN模型的机场跑道胶痕检测方法

Liu Xiaolin

Wu Jiamin

image segmentation

airport runway rubber mark

pulse coupled neural network(PCNN)

cuckoo search algorithm

No. 2, 2022 : 609-612,622 doi:10.19734/j.issn.1001-3695.2021.06.0238

33

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

基于PWC-Net的多层权值和轻量化改进光流估计算法

Hu Yixuan

Wu Fei

Xiong Yujie

dense optical flow

lightweight

CNN

network decoupling

pyramid structure

No. 1, 2022 : 291-295 doi:10.19734/j.issn.1001-3695.2021.05.0204

34

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

基于NSST的改进双通道PCNN多聚焦RGB图像融合

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

No. 1, 2022 : 308-311,315 doi:10.19734/j.issn.1001-3695.2021.05.0208

35

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

基于多分辨率特征和时频注意力的环境声音分类

Liu Hui

Li Xiaoxia

He Hongsen

environmental sound classification(ESC)

convolution neural network(CNN)

time-frequency attention module

multi-channel features

multi-resolution features

No. 12, 2021 : 3569-3573 doi:10.19734/j.issn.1001-3695.2021.05.0184

36

Fake face video detection method based on improved triplet loss

基于改进三元组损失的伪造人脸视频检测方法

Yang Ting

Zhu Xi'an

Zhang Fan

deep learning

fake face detection

improved triplet loss

convolutional neural network(CNN)

hard samples

No. 12, 2021 : 3771-3775 doi:10.19734/j.issn.1001-3695.2021.04.0130

37

Sentiment classification of Khmer sentences based on deep semi-supervised

基于深度半监督的柬语句子级情感分类

Li Chao

Yan Xin

Xu Guangyi

Mo Yuanyuan

Zhou Feng

sentence-level sentiment classification in Khmer

lexicon embedding

CNN

semi-supervision

temporal ensembling model

No. 11, 2021 : 3283-3288 doi:10.19734/j.issn.1001-3695.2021.04.0105

38

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

基于改进Mask R-CNN的在架图书书脊图像实例分割方法

Zeng Wenwen

Yang Yang

Zhong Xiaopin

smart library

image segmentation

Mask R-CNN

rotation feature extraction

No. 11, 2021 : 3456-3459,3505 doi:10.19734/j.issn.1001-3695.2021.01.0069

39

Collaborative filtering recommendation model based on graph convolution and cross product

基于图卷积与外积的协同过滤推荐模型

Su Jing

Xu Tianqi

Zhang Xiankun

Shi Yancui

Gu Shuting

recommended system

collaborative filtering

graph neural network(GNN)

convolutional neural network(CNN)

matrix factorization

No. 10, 2021 : 3044-3048 doi:10.19734/j.issn.1001-3695.2021.02.0053

40

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

结合IMask R-CNN的绳驱机械臂视觉抓取方法研究

Yuan Yuan

Chen Yu

Zhou Qinghua

Jiang Ming

He Shiqiong

rope-driven manipulator

Mask R-CNN

inverse kinematics

three-dimensional positioning

visual capture

No. 10, 2021 : 3093-3097 doi:10.19734/j.issn.1001-3695.2021.03.0082

41

Remaining life prediction of rolling bearing based on CNN-WaveNet

基于CNN-WaveNet的滚动轴承剩余寿命预测

Quan Hang

Zhang Qiang

Shao Siyu

Niu Tianlin

Yang Xinyu

deep learning

convolutional neural networks(CNN)

WaveNet

rolling bearing

life prediction

No. 10, 2021 : 3098-3103 doi:10.19734/j.issn.1001-3695.2021.03.0078

42

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

结合Tri-training和CV-CNN的半监督PolSAR图像分类

Xie Wen

Ma Gaini

Zhao Feng

Liu Hanqiang

Zhang Lu

PolSAR image classification

Wishart classifier

Tri-training

complex valued convolutional neural network(CV-CNN)

No. 8, 2021 : 2537-2542 doi:10.19734/j.issn.1001-3695.2020.11.0430

43

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

挖掘文本框位置特性的anchor-free自然场景文本检测

Lu Liqiong

Wu Dong

Wu Tao

Liu Yao

natural scene image

text detection

location feature

anchor-free

CNN

No. 8, 2021 : 2556-2560 doi:10.19734/j.issn.1001-3695.2020.10.0425

44

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

基于并联CNN-SE-Bi-LSTM的轴承剩余使用寿命预测

Cao Zhengzhi

Ye Chunming

remaining useful life prediction

deep learning

bi-directional long-short term memory network

squeeze and excitation operations(SE-Net)

No. 7, 2021 : 2103-2107 doi:10.19734/j.issn.1001-3695.2020.08.0224

45

Application of dynamic probability convolutional neural network in radar echo extrapolation

动态概率卷积神经网络在雷达回波外推中的应用

Wu Zhuosheng

Zhang Wei

Lin Yan

Teng Shaohua

dynamic probability

radar echo extrapolation

deep learning

CNN

No. 7, 2021 : 2125-2129 doi:10.19734/j.issn.1001-3695.2020.11.0404

46

Cross fusion edge detection algorithm based on CNN

基于卷积神经网络的跨层融合边缘检测算法

Li Cuijin

Qu Zhong

edge detection

loss function

cross fusion

VGG16

dataset

No. 7, 2021 : 2183-2187 doi:10.19734/j.issn.1001-3695.2020.07.0269

47

Improvement of batch normalization:BNalpha

改进型的batch normalization:BNalpha

Luo Chenhui

Sun Hongfei

CNN

deep learning

image classification

batch normalization

No. 6, 2021 : 1870-1873 doi:10.19734/j.issn.1001-3695.2020.06.0202

48

Multi-scale safety helmet detection based on improved MTCNN

基于改进MTCNN的多尺度安全帽识别

Pang Shuyang

Lu Sha

safety helmet detection

deep learning

object detection

MTCNN

MobileNet

No. 6, 2021 : 1907-1912,1916 doi:10.19734/j.issn.1001-3695.2020.06.0205

49

Cotton bolls counting algorithm in field based on density level classification

基于上下文多尺度融合的棉铃计数算法

Huang Ziyun

Li Yanan

Wang Haihui

cotton boll

object counting

context information

multi-scale feature

convolutional neural network(CNN)

No. 6, 2021 : 1913-1916 doi:10.19734/j.issn.1001-3695.2020.06.0206

50

Parallel deep convolution neural network optimization algorithm based on big data

基于大数据的并行化深度卷积神经网络优化算法

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

No. 5, 2021 : 1416-1421 doi:10.19734/j.issn.1001-3695.2020.04.0112