Searchimage classificationreturned 29 results

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1

Knowledge distillation algorithm based on spatial attention map

基于空间注意力图的知识蒸馏算法

Wang Liyue

Liu Yuan

knowledge distillation

knowledge transfer

model compression

deep learning

image classification

Accepted Paper No. 6, 2024 : doi:10.19734/j.issn.1001-3695.2023.10.0496

2

Combining adversarial training and feature mixing for siamese network defense models

结合对抗训练和特征混合的孪生网络防御模型

Zhang Xinjun

Cheng Yuqing

siamese neural network

image classification

adversarial examples

adversarial train

attention mechanism

feature blending

No. 3, 2024 : 905-910 doi:10.19734/j.issn.1001-3695.2023.07.0318

3

Image classification model based on privacy-preserving federated learning and blockchain

基于隐私保护联邦学习与区块链的图像分类方案

Mao Qifan

Wang Liangliang

Wang Zihan

federated learning

blockchain

image classification

privacy preserving

No. 2, 2024 : 356-360 doi:10.19734/j.issn.1001-3695.2023.06.0246

4

Deep convolutional neural architecture search method based on hybrid particle swarm optimization algorithm

一种基于混合粒子群优化算法的深度卷积神经网络架构搜索方法

Wang Shang

Tang Huanrong

hybrid particle swarm optimization algorithm

NAS

convolutional neural network

image classification

No. 7, 2023 : 2019-2024 doi:10.19734/j.issn.1001-3695.2022.12.0811

5

COVID-19 CT image classification method combined with deep layer dense aggregation

结合深层密集聚合的新冠肺炎CT图像分类方法

Zhou Qihao

Zhang Junhua

Pu Zhong

Zhang Xin

COVID-19

CT image

deep learning

deep layer dense aggregation

attention mechanism

No. 6, 2023 : 1857-1863 doi:10.19734/j.issn.1001-3695.2022.08.0502

6

Locality sensitive discriminative broad learning system for hyperspectral image classification

基于局部敏感判别宽度学习的高光谱图像分类

Cao Heling

Song Changlong

Chu Yonghe

broad learning system(BLS)

hyperspectral image(HSI)

inter-class manifold structure

intra-class manifold structure

No. 4, 2023 : 1239-1245,1262 doi:10.19734/j.issn.1001-3695.2022.07.0391

7

Zero-shot learning based on stacked semantic auto-encoder with low-rank embedding

基于低秩堆栈式语义自编码器的零样本学习

Ran Ruisheng

Dong Shuhong

Li Jin

Wang Ning

image classification

zero-shot learning

stacked auto-encoder

low-rank embedding

No. 2, 2023 : 539-543 doi:10.19734/j.issn.1001-3695.2022.06.0302

8

Improved CXR image classification algorithm based on XDense-RC-net

基于XDense-RC-net的CXR图像分类算法

Cheng Wenjuan

Yu Guoqing

CXR image

image classification

XDense-RC-net

attention mechanism

No. 12, 2022 : 3803-3807 doi:10.19734/j.issn.1001-3695.2022.04.0213

9

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

10

MultiFormer: image classification network based on Transformer

基于Transformer的图像分类网络MultiFormer

Hu Jie

Chang Minjie

Xiong Zongquan

Xu Boyuan

Xie Lihao

Guo Di

machine vision

deep learning

image classification

self-attention

Transformer

No. 10, 2022 : 3191-3195 doi:10.19734/j.issn.1001-3695.2022.03.0133

11

Attention mechanism combined with residual shrinkage network to classify remote sensing images

注意力机制结合残差收缩网络对遥感图像分类

Che Sitao

Guo Rongzuo

Li Zhuoyang

Yang Jun

deep learning

remote sensing image classification

attention mechanism

deep residual shrinkage network

supervised contrastive learning

No. 8, 2022 : 2532-2537 doi:10.19734/j.issn.1001-3695.2021.12.0665

12

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

13

Research on FPGM pruning based on sensitivity analysis

基于灵敏度分析的FPGM剪枝算法研究

Ran Guangjin

Li Zhen

Li Liangrong

deep learning

network pruning

image classification

sensitivity

No. 1, 2022 : 141-145 doi:10.19734/j.issn.1001-3695.2021.06.0246

14

Research on improvement of lightweight image classification neural network

轻量型图像分类神经网络改进研究

Wang Guangyu

Zhang Haitao

convolutional neural network

attention mechanism

image classification

residual network

No. 12, 2021 : 3808-3813,3830 doi:10.19734/j.issn.1001-3695.2021.03.0128

15

Multi-label remote sensing image classification based on graph convolutional network

基于图卷积网络的多标签遥感图像分类

Yang Minhang

Chen Long

Liu Hui

Qian Yurong

convolutional neural network

graph convolutional network

multi-label

remote sensing image classification

No. 11, 2021 : 3439-3445 doi:10.19734/j.issn.1001-3695.2021.04.0153

16

Fine-grained image classification method based on ECA-Net and multi-scale

基于ECA-Net与多尺度结合的细粒度图像分类方法

Mao Zhirong

Du Yuncheng

Xiao Shibin

Shi Shuicai

attention mechanism

deep learning

fine-grained visual categorization

multi-scale

No. 11, 2021 : 3484-3488 doi:10.19734/j.issn.1001-3695.2021.02.0074

17

SA-CapsNet: self-attention capsule network

SA-CapsNet:自注意力胶囊网络

Liu Linsong

Tong Minglei

Wu Dongliang

capsule network

image classification

self-attention

feature extraction

deep learning

No. 10, 2021 : 3005-3008,3039 doi:10.19734/j.issn.1001-3695.2021.03.0092

18

Research on microscopic image recognition of Chinese medicinal materials powder based on improved dynamic ReLU and attention mechanism model

基于改进动态ReLU和注意力机制模型的中药材粉末显微图像识别研究

Wang Yiding

Yao Yi

Li Yaoli

Cai Shaoqing

Yuan Yuan

convolutional neural network

image classification of microscopic features of Chinese medicinal materials powder

deep learning

dynamic ReLU function

SE module

No. 9, 2021 : 2861-2865,2870 doi:10.19734/j.issn.1001-3695.2020.11.0427

19

Research of broad learning system

宽度学习系统研究进展

Ren Chang'e

Yuan Chao

Sun Yanli

Liu Zhulin

C. L. Philip Chen

broad learning system

neural network

deep learning

image classification

incremental learning

No. 8, 2021 : 2258-2267 doi:10.19734/j.issn.1001-3695.2020.11.0348

20

Knowledge distillation method for remote sensing satellite image classification based on pruning network

基于剪枝网络的知识蒸馏对遥感卫星图像分类方法

Yang Hongbing

Chi Yongxin

Wang Jinguang

remote sensing image

deep learning

attention mechanism

model pruning

knowledge of distillation

No. 8, 2021 : 2469-2473 doi:10.19734/j.issn.1001-3695.2020.07.0387

21

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

22

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

23

Classification of mine images based on improved deep residual network

基于改进深度残差网络的矿井图像分类

Cheng Deqiang

Wang Yuchen

Kou Qiqi

Fu Xinzhu

Chen Liangliang

Zhao Kai

image classification

denoising network

residual network

loss function

No. 5, 2021 : 1576-1580 doi:10.19734/j.issn.1001-3695.2020.05.0151

24

Asymmetric two-branch interactive neural network for underwater image classification

基于非对称双分支交互神经网络的水下生物识别

Zhao Li

Song Wei

subaqueous classification

asymmetric branch

interactive branch

interactive module

local feature

convolutional neural network branch

global feature

No. 4, 2021 : 1240-1244,1255 doi:10.19734/j.issn.1001-3695.2020.03.0083

25

Algorithm for defense adversarial example based on adaptive noise addition

基于自适应噪声添加的防御对抗样本算法

Liu Ye

Huang Xianying

Liu Wenxing

Zhu Xiaofei

Li Zhaoping

deep neural networks

image classification

adversarial example

adaptive noise

No. 3, 2021 : 764-769 doi:10.19734/j.issn.1001-3695.2020.03.0055

26

Research of deep learning based 3D skeleton model reconstruction method from human motion sketch

基于深度学习的人体动作草图到三维骨骼模型重建方法的研究

Ma Hao

Li Shuqin

Ding Meng

deep learning

convolutional neural network(CNN)

3D reconstruction

image classification

sketch-based modeling technology

No. 6, 2020 : 1867-1870 doi:10.19734/j.issn.1001-3695.2018.11.0921

27

Image classification method based on D-MobileNet model

基于局部感受野扩张D-MobileNet模型的图像分类方法

Wang Wei

Zou Ting

Wang Xin

image classification

deep neural network

MobileNet

dilated convolution

D-MobileNet

No. 4, 2020 : 1261-1264,1270 doi:10.19734/j.issn.1001-3695.2018.10.0781

28

Hyperspectral image classification based on dimensionality reduction Gabor feature and decision fusion

基于降维Gabor特征和决策融合的高光谱图像分类

Yang Xiujie

Gao Li

hyperspectral image

classification

Gabor features

Gaussian mixed model

decision fusion

PCA projection

No. 3, 2020 : 928-931 doi:10.19734/j.issn.1001-3695.2018.09.0670

29

Image classification algorithm based on feature recalibration GAN

基于特征重标定生成对抗网络的图像分类算法

Jiang Daihong

Zhang Sanyou

Liu Qikai

generative adversarial network(GAN)

image classification

feature recalibration

deep learning

No. 3, 2020 : 932-935 doi:10.19734/j.issn.1001-3695.2018.08.0668