Search Result

1

Pedestrian trajectory prediction algorithm based on matrix memory long short-term memory network

一种基于矩阵记忆长短期记忆网络的行人轨迹预测算法

She Xiangyang

Wang Yilong

pedestrian trajectory prediction

matrix long short-term memory network

multi-scale feature Fusion

exponential moving average

multi-task learning

Accepted Paper No. 1, 2026 : doi:10.19734/j.issn.1001-3695.2025.06.0184

2

Unsupervised industrial anomaly detection via integrated reconstruction and segmentation networks

集成重构与分割网络的工业异常无监督检测算法

Wang Ruochen

Zhou Yi

anomaly detection

unsupervised

multi-scale features

dynamic object boundary constraints

coupled attention

Accepted Paper No. 12, 2025 : doi:10.19734/j.issn.1001-3695.2025.03.0146

3

Multi-scale RGB-D salient object detection based on boundary enhancement and weighted large kernel

基于边界增强和加权大核的多尺度RGB-D显著性目标检测

Yan Lingyu

Zhou Ting

Gao Rong

Ye Zhiwei

RGB-D salient object detection

multi-scale feature fusion

boundary enhancement

weighted large kernel convolution

Accepted Paper No. 11, 2025 : doi:10.19734/j.issn.1001-3695.2025.03.0100

4

Survey on deep learning-based small object detection algorithms

深度学习小目标检测算法综述

Zhang Qin

Guo Wei'an

small object detection

multi-scale feature Fusion

attention mechanism

sample balance

lightweight network

robustness

Accepted Paper No. 10, 2025 : doi:10.19734/j.issn.1001-3695.2025.03.0067

5

Multimodal sentiment analysis model based on multi-task joint learning and adaptive fusion

基于多任务联合学习与自适应融合的多模态情感分析模型

Fan Jidong

Zhong Zhaoman

Han Tianle

Li Menghan

Cui Xinru

Xu Jin

multimodal sentiment analysis

multi-task learning

heterogeneous characteristics

self-adaptive fusion

multiscale feature

multimodal fusion

No. 9, 2025 : 2583-2589 doi:10.19734/j.issn.1001-3695.2025.03.0038

6

Automatic classification of leukemia subtypes based on multi-scale multi-feature hybrid model

基于多级多特征混合模型的白血病亚型自动分类

Gao Mingyang

Geng Yan

Yu Xiao

Pei Bo

Zhao Juanjuan

Qiang Yan

leukemia

medical image processing

multi-scale feature fusion

Transformer

No. 6, 2025 : 1880-1886 doi:10.19734/j.issn.1001-3695.2024.08.0354

7

Research on multimodal image registration method combining multi-scale features and local sampling description

结合多尺度特征与局部采样描述的多模态图像配准方法

Jia Zhiyou

Wang Guogang

multimodal images registration

nonlinear scale space

phase coherence

double Gaussian sampling descriptor

nonlinear radial disparity

No. 6, 2025 : 1887-1893 doi:10.19734/j.issn.1001-3695.2024.08.0351

8

3D UNeXt: lightweight and efficient network for effective brain extraction

3D UNeXt:轻量级快速脑提取网络

Shen Hualei

Wang Qi

Shangguan Guoqing

Liu Dong

brain extraction

deep neural network

U-Net

multi-scale feature fusion

3D MLP

No. 6, 2024 : 1876-1881 doi:10.19734/j.issn.1001-3695.2023.09.0405

9

Video colorization method combining attention mechanism and multi-scale feature fusion

结合注意力机制与多尺度特征融合的视频彩色化方法

Zhou Keming

Kong Guangqian

Deng Zhouhui

generating adversarial networks

multiscale fusion

attention mechanisms

colorization

No. 4, 2024 : 1214-1220 doi:10.19734/j.issn.1001-3695.2023.07.0351

10

Medical image segmentation network based on convolution capsule encoder and multi-scale local feature co-occurrence

基于卷积胶囊编码器和多尺度局部特征共现的图像分割网络

Qin Chendong

Wang Yongxiong

Zhang Jiapeng

U-Net

convolutional capsule encoder

attention mechanism

multi-scale local feature co-occurrence

No. 4, 2024 : 1264-1269 doi:10.19734/j.issn.1001-3695.2023.07.0352

11

Multi-scale feature fusion and contrastive pooling for point cloud completion network

基于多尺度特征融合和对比池化的点云补全网络

Ma Jingbin

Zhu Danchen

Zhang Ya

Wang Xiaoming

point cloud completion

multi-scale

pooling

feature fusion

No. 2, 2024 : 635-640 doi:10.19734/j.issn.1001-3695.2023.06.0254

12

Detection of Parkinson's disease based on dynamic attention mechanism and multimodal circulant fusion

基于动态注意力机制和多模态循环融合的帕金森氏症识别

Zhu Jiaying

Xu Zhijing

Parkinson's disease

multimodal circulant fusion

multi-scale feature

dynamic attention mechanism

No. 2, 2023 : 481-487 doi:10.19734/j.issn.1001-3695.2022.06.0304

13

Multi-scale feature multi-path adaptive multiplexing for salient object detection

多尺度特征多径自适应复用的显著性目标检测

Xu Wencheng

Zhou Zhiping

Cheng Jiarui

Gai Shan

saliency detection

multi-scale features

adaptive weighting

recurrent aggregation

No. 2, 2023 : 628-633 doi:10.19734/j.issn.1001-3695.2022.05.0294

14

Hierarchical boundary guided multi-scale Transformer for salient object detection

多尺度Transformer与层次化边界引导的显著性目标检测

Yang Shiwei

Wang Yongxiong

Lan Botian

salient object detection

multi-scale features

hierarchical boundary guided

Transformer

No. 12, 2022 : 3820-3824,3836 doi:10.19734/j.issn.1001-3695.2022.04.0162

15

Deep multiplexing multi-scale features for salient object detection

多尺度特征深度复用的显著性目标检测算法

Zhou Zhiping

Fan Bin

Gai Shan

Xu Wencheng

salient object detection

multi-scale features

bidirectional dense feature aggregation

multi-resolution semantic

deep learning

No. 8, 2022 : 2515-2519 doi:10.19734/j.issn.1001-3695.2022.01.0033

16

Experimental research on intelligent prospecting prediction based on multi-scale feature and meta-learning

基于多尺度特征和元学习的智能预测找矿靶区实验研究

Huang Yongjie

Gao Le

Yang Tian

Zhang Xin

meta learning

multi-scale feature learning

knowledge distillation

prospecting prediction

No. 6, 2022 : 1772-1778 doi:10.19734/j.issn.1001-3695.2021.10.0625

17

Multi-scale feature fusion network for point cloud normal estimation of mechanical parts

零件点云法向量估计的多尺度特征融合网络

Zhong Xiaopin

Li Feng

Deng Yuanlong

point cloud

normal estimation

3D deep learning

multi-scale

feature fusion

No. 9, 2021 : 2842-2847 doi:10.19734/j.issn.1001-3695.2020.10.0426

18

Skin lesion image segmentation algorithm based on multi-scale feature fusion double U-Net

基于多尺度特征融合双U型皮肤病变分割算法

Liang Liming

Peng Renjie

Feng Jun

Yin Jiang

double U-Net

skin lesion

image segmentation

multi-scale feature fusion

multi-path feature extraction

No. 9, 2021 : 2876-2880 doi:10.19734/j.issn.1001-3695.2020.11.0432

19

Image steganalysis method based on new residual network

基于新残差网络的图像隐写分析方法

Wang Qun

Zhang Minqing

Ke Yan

Di Fuqiang

steganalysis

residual network

grouping fusion

multi-scale features

No. 8, 2021 : 2454-2457,2464 doi:10.19734/j.issn.1001-3695.2020.08.0401

20

Liver segmentation of circular densely connected network based on more local information

基于循环密集连接融合更多局部特征的肝脏分割

Song Yang

Liu Zhe

liver segmentation

dense connection

multi-scale feature

attention mechanism

convolutional neural network

deep learning

No. 8, 2021 : 2490-2494 doi:10.19734/j.issn.1001-3695.2020.08.0391

21

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

22

Multiscale feature fusion for malicious HTTP request detection

基于多尺度特征融合的恶意HTTP请求检测方法

Wu Jiahong

Yang Zhenguo

Liu Wenyin

malicious request detection

deep learning

feature fusion

No. 3, 2021 : 871-874,880 doi:10.19734/j.issn.1001-3695.2020.01.0071

23

Facial landmark detection network with multi-scale feature map fusion

引入多尺度特征图融合的人脸关键点检测网络

Qi Guoqiang

Yao Jianmin

Hu Hailong

Yan Qun

Lin Zhixian

deep learning

facial landmark detect

heat-map fusion

landmark heat-map

No. 12, 2020 : 3825-3829 doi:10.19734/j.issn.1001-3695.2019.08.0572

24

3D reconstruction network based on multi-scale CNN-RNN

基于多尺度CNN-RNN的单图三维重建网络

Zhang Ji

Zheng Chuanzhe

3D reconstruction

deep learning

multiscale features

RNN

No. 11, 2020 : 3487-3491 doi:10.19734/j.issn.1001-3695.2019.08.0251

25

Semantic segmentation method integrating multilevel features

一种融合多级特征信息的图像语义分割方法

Feng Xingjie

Sun Shaojie

semantic segmentation

convolutional neural network

atrous convolution

spatial pyramid pooling

multi-scale features

No. 11, 2020 : 3512-3515 doi:10.19734/j.issn.1001-3695.2019.07.0249

26

Multi-scale feature map matching for image representation

基于多尺度特征映射匹配的图像表示方法

Zhu Jie

Wu Shufang

spatial pyramid

response matching

multi-scale windows

image representation

No. 9, 2020 : 2866-2870 doi:10.19734/j.issn.1001-3695.2019.05.0164

27

Uyghur text detection in natural scene based on improved single deep neural network

基于改进单深层神经网络的自然场景中维吾尔文检测

Peng Yong

Halidan·Abudureyimu

Ding Weichao

Uyghur text detection

single deep neural network

multi-scale features

No. 9, 2019 : 2876-2880 doi:10.19734/j.issn.1001-3695.2018.02.0187

Search 多尺度特征

Search多尺度特征returned 27 results

Pedestrian trajectory prediction algorithm based on matrix memory long short-term memory network

Unsupervised industrial anomaly detection via integrated reconstruction and segmentation networks

Multi-scale RGB-D salient object detection based on boundary enhancement and weighted large kernel

Survey on deep learning-based small object detection algorithms

Multimodal sentiment analysis model based on multi-task joint learning and adaptive fusion

Automatic classification of leukemia subtypes based on multi-scale multi-feature hybrid model

Research on multimodal image registration method combining multi-scale features and local sampling description

3D UNeXt: lightweight and efficient network for effective brain extraction

Video colorization method combining attention mechanism and multi-scale feature fusion

Medical image segmentation network based on convolution capsule encoder and multi-scale local feature co-occurrence

Multi-scale feature fusion and contrastive pooling for point cloud completion network

Detection of Parkinson's disease based on dynamic attention mechanism and multimodal circulant fusion

Multi-scale feature multi-path adaptive multiplexing for salient object detection

Hierarchical boundary guided multi-scale Transformer for salient object detection

Deep multiplexing multi-scale features for salient object detection

Experimental research on intelligent prospecting prediction based on multi-scale feature and meta-learning

Multi-scale feature fusion network for point cloud normal estimation of mechanical parts

Skin lesion image segmentation algorithm based on multi-scale feature fusion double U-Net

Image steganalysis method based on new residual network

Liver segmentation of circular densely connected network based on more local information

Cotton bolls counting algorithm in field based on density level classification

Multiscale feature fusion for malicious HTTP request detection

Facial landmark detection network with multi-scale feature map fusion

3D reconstruction network based on multi-scale CNN-RNN

Semantic segmentation method integrating multilevel features

Multi-scale feature map matching for image representation

Uyghur text detection in natural scene based on improved single deep neural network