Search特征融合returned 93 results

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1

Multimodal medical image fusion algorithm for edge texture preservation

针对边缘纹理保留的多模态医学图像融合算法

Ke Changhao

Wang Xiaoming

deep learning

medical image

multimodal Fusion

edge texture preservation

texture information mask

feature Fusion

feature extraction

Accepted Paper No. 8, 2025 : doi:10.19734/j.issn.1001-3695.2024.11.0507

2

Vehicles trajectory prediction approach based on Transformer with edge update and multi-head attention interactive fusion

基于边更新与多头交互融合Transformer的车辆轨迹预测方法

Sun Ying

Wu Yanyong

Ding Derui

Zhang Jiankun

vehicle trajectory prediction

deep learning

transformer

multi-head attention mechanism

spatio-temporal feature integration

intelligent driving

Accepted Paper No. 8, 2025 : doi:10.19734/j.issn.1001-3695.2025.01.0017

3

Graph similarity computation based on cross-graph feature fusion and structure-aware attention

基于跨图特征融合和结构感知注意力的图相似度计算

Pang Jun

Yan Bingxin

Lin Xiaoli

Wang Mengxiang

graph edit distance(ged)

graph similarity

graph neural networks(gnn)

graph embedding learning

Accepted Paper No. 8, 2025 : doi:10.19734/j.issn.1001-3695.2025.01.0020

4

Brain tumor segmentation based on residual mixed attention and adaptive feature fusion

残差混合注意力与自适应特征融合的脑肿瘤分割

Wu Jinxu

Wu Yun

brain tumor segmentation

adaptive feature fusion

residual mixed attention

dual dynamic convolution enhancement

Accepted Paper No. 7, 2025 : doi:10.19734/j.issn.1001-3695.2024.10.0432

5

Review of multimodal pedestrian re-identification

多模态行人重识别研究综述

Shi Ruixin

Zhi Min

Yin Yanjun

RE-ID

multimodal fusion

data fusion

feature fusion

model fusion

Accepted Paper No. 7, 2025 : doi:10.19734/j.issn.1001-3695.2024.11.0433

6

Deep feature interaction and hierarchical multimodal fusion for emotion recognition

基于深度特征交互与层次化多模态融合的情感识别模型

Zhao Xiaoming

Wang Jian

Wang Chenglong

Zhang Shiqing

Zhao Shuchang

multimodal emotion recognition

hierarchical fusion

multi-scale fusion

feature fusion

Accepted Paper No. 7, 2025 : doi:10.19734/j.issn.1001-3695.2024.11.0487

7

Audio forgery detection method based on feature Fusion

基于特征融合的音频伪造检测方法

Gai Xinyi

Tu Guoqing

Liu Shubo

Cai Zhaohui

audio deepfake detection

deep learning

feature Fusion

vocder artifacts

Accepted Paper No. 6, 2025 : doi:10.19734/j.issn.1001-3695.2024.11.0460

8

Contrastive graph clustering based on multi-level feature fusion and enhancement

基于多层特征融合与增强的对比图聚类

Li Zhiming

Wei Heping

Zhang Guangkang

You Dianlong

multi-level feature fusion

contrastive graph clustering

unsupervised learning

Accepted Paper No. 6, 2025 : doi:10.19734/j.issn.1001-3695.2024.11.0447

9

Multimodal dialogue emotion perception algorithm based on feature divergence

基于特性分流的多模态对话情绪感知算法

Ren Qinze

Yuan Ye

Fu Keting

Fu Junxiu

Xu Kang

Liu Na

multimodal emotion recognition

graph neural networks

hypercomplex number system

pairwise feature Fusion

dialogue emotion perception

Accepted Paper No. 6, 2025 : doi:10.19734/j.issn.1001-3695.2024.12.0466

10

Traditional Chinese medicine syndrome identification based on multi view tongue image feature fusion

基于多视图舌象特征融合的中医证型辨识

Chen Keju

Zhong Li

Zhang Yun

Liu Yongguo

tongue diagnosis

syndrome identification

feature fusion

multiview

Accepted Paper No. 6, 2025 : doi:10.19734/j.issn.1001-3695.2024.11.0471

11

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

Accepted Paper No. 5, 2025 : doi:10.19734/j.issn.1001-3695.2024.08.0354

12

Preferential Fusion with modality-wise attention mechanisms for fake news detection

基于优先融合与模态注意力机制的虚假新闻检测

Zhang Ting

Yuan Hu

Zhao Xiaobing

fake news detection

multi-modal feature Fusion

preferential Fusion mechanisms

deep learning

Accepted Paper No. 5, 2025 : doi:10.19734/j.issn.1001-3695.2024.10.0422

13

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

Accepted Paper No. 4, 2025 : doi:10.19734/j.issn.1001-3695.2024.07.0269

14

Privacy protection oriented lensless imaging sitting posture recognition technology

面向隐私保护的无镜头成像坐姿识别技术

Zhu Binjie

Li Yuqi

sitting posture recognition

privacy protection

ResNet

feature fusion

No. 4, 2025 : 1262-1267 doi:10.19734/j.issn.1001-3695.2024.06.0252

15

Scene text recognition based on multimodal feature fusion

基于多模态特征融合的场景文本识别

Cai Mingzhe

Wang Manli

Dou Zeya

Zhang Changsen

scene text

feature fusion

language model

attention mechanism

residual network

No. 4, 2025 : 1274-1280 doi:10.19734/j.issn.1001-3695.2024.05.0250

16

Knowledge distillation based on dual-path projection layer and attention mechanism

基于双路径投影层和注意力机制的知识蒸馏

Zhou Qin

Fan Yongsheng

Sang Binbin

He Pan

knowledge distillation

model compression

image classification

attention mechanism

feature fusion

No. 2, 2025 : 413-418 doi:10.19734/j.issn.1001-3695.2024.07.0229

17

Multi-modal entity alignment method based on adaptive mutual information

基于互信息自适应的多模态实体对齐方法

Gao Yongjie

Dang Jianwu

Zhang Xiquan

Zheng Aiguo

multimodal knowledge graph

entity alignment

adaptive feature fusion

contrastive representation learning

mutual information

No. 1, 2025 : 106-110 doi:10.19734/j.issn.1001-3695.2024.06.0193

18

Multi-modal depression detection method based on cross-modal feature reconstruction and decoupling network

基于跨模态特征重构与解耦网络的多模态抑郁症检测方法

Zhao Xiaoming

Chen Ziqiang

Zhang Shiqing

multimodal

depression detection

feature reconstruction

feature decoupling

feature fusion

No. 1, 2025 : 236-241 doi:10.19734/j.issn.1001-3695.2024.05.0206

19

Tile image inpainting based on high-order texture and structural feature interaction

基于高阶纹理与结构特征交互的瓦当图像修复

Hu Tao

Liu Shiping

Wang Hao

Cheng Pengfei

Meng Qinglei

Xin Yuankang

tile image inpainting

high-order feature interaction

recursive partial convolutional layer

feature fusion

No. 12, 2024 : 3851-3858 doi:10.19734/j.issn.1001-3695.2024.03.0086

20

Real-time visual-inertial SLAM algorithm based on point-line feature fusion

基于点线特征融合的实时视惯SLAM算法

Wang Lei

Chen Shuaikun

Qi Junyan

Yuan Ruifu

visual simultaneous localization and mapping(VSLAM)

feature extraction

visual-inertial tight coupling

sliding window

No. 10, 2024 : 3008-3014 doi:10.19734/j.issn.1001-3695.2023.12.0636

21

Fine-grained recognition of untranscribed bronze inscriptions based on multi-category morphology

多类别形态的未隶定青铜器铭文细粒度识别

Liu Kexin

Wang Huiqin

Wang Ke

Wang Zhan

Wang Hong

untranscribed bronze inscriptions

fine-grained recognition

pose alignment

ECA attention mechanism

feature fusion

No. 10, 2024 : 3194-3200 doi:10.19734/j.issn.1001-3695.2023.11.0594

22

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

23

Few-shot classification model incorporating multi-granular attention features

融合多粒度注意力特征的小样本分类模型

Han Yanqi

Gou Guanglei

Li Xiaofei

Zhu Donghua

FSL

multi-granular feature fusion

self-attention mechanism

label propagation

No. 7, 2024 : 2235-2240 doi:10.19734/j.issn.1001-3695.2023.09.0513

24

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

25

Knowledge graph based multi-feature fusion rumor detection

基于知识图谱的多特征融合谣言检测方法

Liu Xiaoyang

Li Hui

Zhang Kangqi

Duan Di

Wen Guiling

knowledge graph

attention mechanism

emotion dictionary

rumor detection

No. 5, 2024 : 1362-1367 doi:10.19734/j.issn.1001-3695.2023.10.0425

26

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

27

Channel and spatial joint attention based defect detection method in complex texture ceramic tile

基于联合注意力的复杂纹理瓷砖缺陷检测方法

Ye Xufang

Chen Mei

Li Hui

Cao Yang

Wang Xibin

surface defect detection

attention mechanism

feature fusion

object detection

No. 3, 2024 : 944-950 doi:10.19734/j.issn.1001-3695.2023.06.0303

28

Image semantic segmentation network of pre-guidanced multi-stage feature fusion

预指导的多阶段特征融合的图像语义分割网络

Wang Yan

Fan Xianghui

Wang Likang

semantic segmentation

encoder-decoder

pre-guidance

pyramid

feature fusion

No. 3, 2024 : 951-955 doi:10.19734/j.issn.1001-3695.2023.07.0302

29

3D face point cloud model reconstruction based on dynamic selection of feature points

基于特征点动态选择的三维人脸点云模型重建

Chen Suya

He Hong

3D face point cloud model reconstruction

dynamic feature matrix

quadratic weighted normal vector vertical distance

feature fusion

local feature consistency

No. 2, 2024 : 629-634 doi:10.19734/j.issn.1001-3695.2023.06.0279

30

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

31

Multi feature fusion for masked face recognition based on contrastive learning

基于对比学习的多特征融合戴口罩人脸识别

Chen Anming

Lin Qunxiong

Liu Weiqiang

masked face recognition

contrastive learning

feature fusion

mask generation

No. 1, 2024 : 277-281,287 doi:10.19734/j.issn.1001-3695.2023.06.0266

32

Speaker verification based on graph neural networks and multi-feature fusion

基于图神经网络与多特征融合的说话人验证模型

Cao Jialing

Chen Ning

speaker verification(SV)

graph neural network

pretraining

feature fusion

No. 12, 2023 : 3678-3682,3689 doi:10.19734/j.issn.1001-3695.2022.09.0544

33

Drift-free rotation visual odometry based on point-line-plane feature fusion

基于点线面特征的无漂移旋转视觉里程计

Li Yongjie

Qin Guangjian

Wu Liming

Xiong Junlin

point-line-plane fusion

drift-free rotation

visual odometry

No. 12, 2023 : 3805-3809 doi:10.19734/j.issn.1001-3695.2023.02.0172

34

Research on video summarization algorithm fusing multimodal features and time zone detection

融合多模态特征与时区检测的视频摘要算法

Bai Chen

Fan Tao

Wang Wenjing

Wang Guozhong

multimodal features

feature fusion

video summarization

time zone detection

attention mechanism

No. 11, 2023 : 3276-3281,3288 doi:10.19734/j.issn.1001-3695.2023.02.0113

35

Multi-scale audio sequence generation method based on generative adversarial networks and feature fusion

基于生成对抗网络与特征融合的多尺度音频序列生成方法

Xu Huajie

Zhang Bo

audio sequence generation

generative adversarial network

semi-supervised learning

feature fusion

No. 9, 2023 : 2770-2774 doi:10.19734/j.issn.1001-3695.2023.01.0018

36

Research on multi-modal model based on cross-modal multi-dimensional relationship enhancement

基于跨模态多维关系增强的多模态模型研究

Cheng Xi

Yang Guan

Liu Xiaoming

Liu Yang

image description

visual question answering

feature diversification

spatial relationship

contextual semantic relationship

feature fusion

multimodal encoding

No. 8, 2023 : 2367-2374 doi:10.19734/j.issn.1001-3695.2022.11.0517

37

Research on real-time semantic segmentation of road scene based on multi-branch network

基于多分支网络的道路场景实时语义分割方法

Liao Wensen

Xu Cheng

Liu Hongzhe

Li Xuewei

real-time semantic segmentation

lightweight

multi-path network

feature fusion

No. 8, 2023 : 2526-2530 doi:10.19734/j.issn.1001-3695.2022.11.0644

38

Defogging traffic images with adaptive multi-state feature fusion algorithm

一种自适应多态特征融合的交通图像去雾算法

Hu Mengting

Fan Tao

Wang Guozhong

light-dark area detection

multi-scale image decomposition

multi-state feature

adaptive feature fusion

intelligent transportation

No. 7, 2023 : 2210-2216 doi:10.19734/j.issn.1001-3695.2022.11.0530

39

Acoustic scene classification method based on paired feature fusion

基于配对特征融合的声学场景分类方法

Shen Xinhao

Chen Jiaye

Song Xiaoning

acoustic scene classification

paired feature fusion

lightweight convolutional neural networks

multiple devices

attention mechanism

No. 6, 2023 : 1771-1776 doi:10.19734/j.issn.1001-3695.2022.09.0500

40

Visual feature contrast decoupling for generalized zero-shot learning

视觉特征对比解耦的广义零样本学习

Zhang Zhiyuan

Yang Guan

Liu Xiaoming

Liu Yang

generalized zero-shot learning

decoupling representation learning

variational auto-encoder

generative model

feature fusion

No. 6, 2023 : 1912-1920 doi:10.19734/j.issn.1001-3695.2022.10.0534

41

Sampling slice convolution for cross-scale feature fusion and endoscopic image deblurring

抽样切分卷积实现跨尺度特征融合及内镜图像去模糊

Yan Jingyi

Li Xiaoxia

Qin Jiamin

Wen Liming

Zhou Yingyue

endoscopic image reconstruction

sampling slice convolution

deblurring

cross-scale feature fusion

loss functions

No. 4, 2023 : 1233-1238 doi:10.19734/j.issn.1001-3695.2022.07.0392

42

Referring image segmentation method based on local feature extraction guided by noun

名词引导局部特征提取的基于文本的实例分割方法

Zheng Jian

Shen Shitao

Yu Xiangchun

Pang Qingwei

Wu Zongzong

image processing

deep learning

referring image segmentation

multimodal features

feature fusion

attention mechanism

No. 4, 2023 : 1263-1267 doi:10.19734/j.issn.1001-3695.2022.07.0389

43

Image question answering based on multi-view semantic graph network

基于多路语义图网络的图像自动问答

Qiao Youtian

Zhang Haijun

Lu Ming

image question answering

multi-head attention model

automatic question answering

feature fusion

crossmodal analysis

No. 2, 2023 : 383-387 doi:10.19734/j.issn.1001-3695.2022.06.0335

44

Visual inertial SLAM algorithm based on point-line feature fusion

基于点线特征融合的视觉惯性SLAM算法

Zhao Weibo

Tian Junwei

Wang Qin

Zhang Zhen

Zhao Peng

simultaneous localization and mapping(SLAM)

line feature extraction

geometric constraint

backend optimization

No. 2, 2023 : 445-449 doi:10.19734/j.issn.1001-3695.2022.06.0321

45

Forgery detection and authentication for face image using frequency domain watermarking

基于频域水印的人脸图像窜改检测认证方法

Li Shuling

Wei Junfei

Zhuang Yan

Cao Yangjie

Li Jie

Ren Hongjun

face forgery detection

face authentication

frequency domain watermarking

feature fusion

feature compression and encryption

No. 12, 2022 : 3776-3780 doi:10.19734/j.issn.1001-3695.2022.05.0205

46

Feature fusion-oriented image multi-tampering detection and localization algorithm

面向特征融合的图像多窜改检测与定位算法

Lan Ping

Li Yan

multiple tampering detection

boundary localization

attention mechanism

atrous convolution

multiple loss functions

No. 12, 2022 : 3791-3796 doi:10.19734/j.issn.1001-3695.2022.04.0216

47

Contactless heart rate estimation model with multi-head self-attention mechanism

融合多头自注意力机制的无接触心率估计模型

Zhang Xin

Yang Changqiang

Yin Ruonan

Wang Mengru

contactless heart rate estimation

U-Net

multi-head self-attention

feature fusion

multi-task learning

No. 11, 2022 : 3390-3395 doi:10.19734/j.issn.1001-3695.2022.04.0175

48

High resolution network human pose estimation based on multi-scale attention mechanism

基于多尺度注意力机制的高分辨率网络人体姿态估计

Li Li

Zhang Rongfen

Liu Yuhong

Chen Na

Zhang Wenwen

human pose estimation

high-resolution network

multi-scale

attention feature fusion

adaptive spatial feature fusion

No. 11, 2022 : 3487-3491,3497 doi:10.19734/j.issn.1001-3695.2022.03.0109

49

Homography estimation method based on multi-scale residual network

基于多尺度残差网络的单应估计方法

Tang Yun

Shuai Pengfei

Jiang Peifan

Deng Fei

Yang Qiang

homography estimation

multi-scale residual network

feature fusion

four-corner normalized offset

average corner error

No. 10, 2022 : 3179-3185 doi:10.19734/j.issn.1001-3695.2022.03.0124

50

Multiple description coded image enhancement method with joint learning of side-decoding and central-decoding features

联合边路和中路解码特征学习的多描述编码图像增强方法

Zhao Lijun

Cao Congying

Zhang Jinjing

Bai Huihui

Zhao Yao

Wang Anhong

multiple description coding

deep learning

image enhancement

compression distortion

feature fusion

No. 9, 2022 : 2873-2880 doi:10.19734/j.issn.1001-3695.2022.02.0061