Search分割returned 126 results

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1

Sparrow search algorithm integrating orthogonal learning and dynamic equilibrium and its application

融合正交学习和动态平衡的麻雀搜索算法及应用

He Hongyu

Pan Jiawen

Qian Qian

sparrow search algorithm

orthogonal learning

dynamic balance

multi-threshold image segmentation

Accepted Paper No. 8, 2025 : doi:10.19734/j.issn.1001-3695.2024.11.0526

2

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

3

Post-training quantization strategy for referring image segmentation

针对图像指代分割的训练后量化策略

Yang Hang

Jiang Xiaoyan

referring image segmentation

post-training quantization

cross-model fusion

deep learning

Accepted Paper No. 7, 2025 : doi:10.19734/j.issn.1001-3695.2024.10.0437

4

Audio-visual segmentation network with multi-dimensional cross-attention fusion

多维度交叉注意力融合的视听分割网络

Li Fanfan

Zhang Yuanyuan

Zhang Yonglong

Zhu Junwu

audio-visual segmentation

multi-modal

contrastive learning

attention mechanism

Accepted Paper No. 6, 2025 : doi:10.19734/j.issn.1001-3695.2024.08.0369

5

Research progress in retinal vessel segmentation based on deep learning

基于深度学习的视网膜血管分割研究进展

Zhang Wenhao

Qu Shaojun

Yan Meili

deep learning

retinal vessel segmentation

convolutional neural network

generative adversarial network

transformer

Accepted Paper No. 5, 2025 : doi:10.19734/j.issn.1001-3695.2024.07.0342

6

Dynamic SLAM joint optimization algorithm based on motion segmentation

基于运动分割的动态SLAM联合优化算法

Zhang Yutong

Fan Xinyue

Zhou Zhiyuan

Xie Yuanyuan

dynamic SLAM

graph optimization

motion segmentation

rigid constraints

Accepted Paper No. 5, 2025 : doi:10.19734/j.issn.1001-3695.2024.07.0349

7

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

8

Zero-shot referring image segmentation based on fine-tuning image-text model CLIP

基于图像-文本大模型CLIP微调的零样本参考图像分割

Liu Jie

Qiao Wensheng

Zhu Peipei

Lei Yinjie

Wang Zixuan

zero-shot

CLIP

pixel-level

one-stage

referring image segmentation

No. 4, 2025 : 1248-1254 doi:10.19734/j.issn.1001-3695.2024.06.0254

9

Tumor segmentation based on multi-scale visual information and non-local target mining

基于多尺度视觉信息和非局部目标挖掘的肿瘤分割

Qiu Dandan

Ren Shumin

Zhang Qian

Ju Jianguo

Tu Huijuan

tumor segmentation

target mining

multi-scale fusion

attention mechanism

medical image processing

No. 12, 2024 : 3873-3880 doi:10.19734/j.issn.1001-3695.2024.01.0063

10

Active learning semantic segmentation model based on improved double deep Q network

基于改进双重深度Q网络主动学习语义分割模型

Li Lin

Liu Zheng

Nan Hai

Zhang Zewei

Wei Ye

deep reinforcement learning

active learning

image semantic segmentation

dueling network

gate recurrent unit

No. 11, 2024 : 3337-3342 doi:10.19734/j.issn.1001-3695.2024.02.0070

11

Medical image segmentation network based on self-partitioning lightweight Transformer

基于自分块轻量化Transformer的医学图像分割网络

Zhang Wenjie

Song Yantao

Wang Keqi

Zhang Yue

medical image segmentation

lightweight network

Transformer

No. 11, 2024 : 3502-3508 doi:10.19734/j.issn.1001-3695.2023.11.0634

12

Polarization imaging camouflage target detection based on focused attention receptive field network

基于集中注意力接受场网络的偏振成像伪装目标检测

Xu Guoming

Chen Qizhi

Liu Qi

Ma Jian

Wang Feng

polarization image

camouflaged object segmentation

machine vision

convolutional neural network

dataset

No. 9, 2024 : 2854-2859 doi:10.19734/j.issn.1001-3695.2023.10.0574

13

Blockchain based Industrial Internet of Things privacy protection collaborative learning system

基于区块链的工业物联网隐私保护协作学习系统

Lin Fengbin

Wang Can

Wu Qiuxin

Li Han

Qin Yu

Gong Gangjun

blockchain

Industrial Internet of Things(IIoT)

privacy protection

collaborative learning

federated learning

split learning

No. 8, 2024 : 2270-2276 doi:10.19734/j.issn.1001-3695.2023.11.0572

14

Deep semi-supervised learning approach for few-shot segmentation of surface defects on metal workpieces

基于深度半监督学习的小样本金属工件表面缺陷分割

Xu Xingyu

Zhong Yuzhong

Tu Haiyan

Dian Songyi

semi-supervised learning

surface defect detection

image segmentation

few-shot

data augmentation

No. 8, 2024 : 2540-2545 doi:10.19734/j.issn.1001-3695.2023.10.0560

15

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

16

EnGAN: enhancement generative adversarial network in medical image segmentation

EnGAN：医学图像分割中的增强生成对抗网络

Deng Erqiang

Qin Zhen

Zhu Guosong

medical image segmentation

image quality

image enhancement

domain migration

generative adversarial networks

No. 7, 2024 : 2195-2202 doi:10.19734/j.issn.1001-3695.2023.08.0509

17

Survey on federated semantic segmentation methods for distributed complex data samples

面向分布式复杂数据样本的联邦语义分割方法综述

Dong Chengrong

Yao Junping

Li Xiaojun

Su Yi

Zhou Zhijie

semantic segmentation

federated learning

collaborative training

data heterogeneity

label deficiency

No. 6, 2024 : 1610-1617 doi:10.19734/j.issn.1001-3695.2023.09.0420

18

Domain generalization method for medical images based on feature-level loss and learnable noise

基于特征级损失和可学习噪声的医学图像域泛化方法

Shi Yilun

Yu Lei

Xu Qiaozhi

medical image segmentation

domain generalization

representation learning

feature-level loss

learnable noise

No. 6, 2024 : 1882-1887 doi:10.19734/j.issn.1001-3695.2023.08.0408

19

Zero-shot referring image segmentation based on multimodal feature frequency domain fusion

基于多模态特征频域融合的零样本指称图像分割

Lin Haoran

Liu Chunqian

Xue Rongrong

Xie Xunwei

Lei Yinjie

referring image segmentation

CLIP

wavelet transform

zero-shot

No. 5, 2024 : 1562-1568 doi:10.19734/j.issn.1001-3695.2023.08.0387

20

RGB-D indoor semantic segmentation based on feature regulator and dual-path guidance

基于特征调节器和双路径引导的RGB-D室内语义分割

Zhang Shuai

Lei Jingsheng

Jin Wuyin

Yu Yunxiang

Yang Shengying

indoor semantic segmentation

feature regulator

dual-path cooperative guidance

RGB-D features

No. 5, 2024 : 1594-1600 doi:10.19734/j.issn.1001-3695.2023.07.0355

21

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

22

Federated semantic segmentation algorithm under large scale differential point cloud data

大规模差异化点云数据下的联邦语义分割算法

Lin Jiabin

Zhang Jianfeng

Shao Dongheng

Guo Jielong

Yang Jing

Wei Xian

federated learning

point cloud semantic segmentation

double-layer geometric diffraction

dynamic weighting

No. 3, 2024 : 706-712 doi:10.19734/j.issn.1001-3695.2023.07.0320

23

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

24

Weakly supervised semantic segmentation network based on boundary assistance

基于边界辅助的弱监督语义分割网络

Yang Dawei

Chi Jinsheng

Mao Lin

weakly supervised learning

semantic segmentation

seed area

pseudo pixel mask

No. 2, 2024 : 623-628,634 doi:10.19734/j.issn.1001-3695.2023.06.0265

25

Filtering illumination style under guidance of noise to achieve semantic segmentation of low-light scenes

噪声指导下过滤光照风格实现低光照场景的语义分割

Luo Jun

Xuan Shibin

Liu Jialin

semantic segmentation

low light

attention mechanism

domain adaptation

No. 1, 2024 : 314-320 doi:10.19734/j.issn.1001-3695.2023.06.0285

26

Bird’s eye view map semantic segmentation algorithm based on Transformer and edge decoupling

基于Transformer和边缘解耦的鸟瞰地图语义分割算法

Liang Tianjiao

Zheng Ying

Pan Weiguo

Bao Hong

deep learning

semantic segmentation

Transformer

HD maps

No. 11, 2023 : 3432-3436 doi:10.19734/j.issn.1001-3695.2023.02.0071

27

Multi-sensor fusion real-time target detection based on data characteristics

基于数据特征的多传感器融合实时目标检测

Liu Jincheng

Tang Lun

Chen Qianbin

ground segmentation

point cloud clustering

LiDAR

fusion

No. 11, 2023 : 3456-3461 doi:10.19734/j.issn.1001-3695.2023.02.0072

28

Refining Transformer for weakly supervised image semantic segmentation

细化Transformer网络的弱监督图像语义分割

Sun Wanchun

Feng Xin

Ma Hui

Hu Lisong

deep learning

weakly supervised learning

image semantic segmentation

Transformer

No. 11, 2023 : 3515-3520 doi:10.19734/j.issn.1001-3695.2023.05.0218

29

Driving scene segmentation enhancement algorithm based on multidimensional attention fusion

基于多维注意力融合的驾驶场景分割增强算法

Liu Yichen

Zhang Jianwu

Hu Jing

semantic segmentation

attention mechanism

strip feature extraction

multi-dimensional attention fusion

No. 10, 2023 : 3180-3185 doi:10.19734/j.issn.1001-3695.2023.01.0014

30

Copy-move forgery detection based on improved saliency map and local feature matching

基于改进显著图和局部特征匹配的copy-move窜改检测

Zhao Hongtu

Zhou Qiuhao

copy-move forgery detection

image saliency

local feature

SIFT algorithm

density clustering

superpixel segmentation

No. 9, 2023 : 2838-2844 doi:10.19734/j.issn.1001-3695.2023.01.0012

31

Adaptive moving object processing SLAM algorithm based on scene dynamic classification

基于动态分级的自适应运动目标处理SLAM算法

Wang Fuqiang

Wang Qiang

Li Min

Yang Pan

SLAM

dynamic environment

dynamic classification

epipolar geometry

semantic segmentation

moving probability

No. 8, 2023 : 2361-2366 doi:10.19734/j.issn.1001-3695.2022.11.0800

32

3D-BSNet:bilateral features-similarity measure network for 3D instance segmentation

3D-BSNet:双边特征和相似度量的点云实例分割网络

Tian Feng

Xu Xin

Liu Fang

Liu Zongbao

3D instance segmentation

bilateral feature learning

bilateral attention mechanism

lightweight similarity measure

No. 8, 2023 : 2514-2519 doi:10.19734/j.issn.1001-3695.2022.11.0777

33

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

34

Unsupervised semantic segmentation of remote sensing image based on collaborative optimization of multigranularity primitives under discrete ADMM method

离散ADMM方法下像素与对象基元协同优化的遥感影像无监督语义分割

Chen Yuncheng

Zheng Chen

Li Jingying

Wang Leiguang

remote sensing image

semantic segmentation

Markov random field model

object-based image analysis

discrete ADMM method

No. 7, 2023 : 2217-2222 doi:10.19734/j.issn.1001-3695.2022.09.0524

35

Interactive image segmentation algorithm combining local linear embedding and global information

结合局部线性嵌入与种子信息流的交互式图像分割算法

Long Jianwu

Hu Xujun

local linear embedding

seed information

interactive image segmentation

No. 7, 2023 : 2235-2240 doi:10.19734/j.issn.1001-3695.2022.10.0525

36

Method for long-tailed instance segmentation based on memory bank and confidence calibration

基于记忆库和后处理方法解决长尾实例分割问题

Fan Xinyue

Liu Teng

Bao Hong

Pan Weiguo

Liang Tianjiao

Li Han

long tail distribution

instance segmentation

memory bank

confidence calibration

DCT

deep learning

No. 6, 2023 : 1876-1881 doi:10.19734/j.issn.1001-3695.2022.09.0486

37

PLSR:weakly supervised instance segmentation via pseudo-label self-refinement

基于伪标签自细化的弱监督实例分割

Wu Shike

Liang Yuqi

instance segmentation

weakly supervised learning

image-level label

visual understanding

No. 6, 2023 : 1882-1887 doi:10.19734/j.issn.1001-3695.2022.10.0477

38

Colorectal polyp segmentation algorithm fusion PVTv2 and multiscale boundary aggregation

融合PVTv2和多尺度边界聚合的结直肠息肉分割算法

Liang Liming

He Anjun

Dong Xin

Li Renjie

Sheng Xiaoqi

colorectal segmentation

PVTv2

context spatial awareness

squeeze fit fusion

residual axial double boundary refinement

No. 5, 2023 : 1553-1558 doi:10.19734/j.issn.1001-3695.2022.09.0441

39

Attention weighted feature aggregation PointNet network for part segmentation

面向部件分割的PointNet注意力加权特征聚合网络

Liang Zhenhua

Wang Feng

machine vision

point cloud

part segmentation

attention mechanism

feature aggregation

robustness

No. 5, 2023 : 1571-1576,1582 doi:10.19734/j.issn.1001-3695.2022.08.0423

40

Dynamic SLAM assisted by semantic line feature

语义线特征辅助的动态SLAM

Chen Shuai

Zhou Fei

Wu Kai

simultaneous localization and mapping(SLAM)

dynamic environment

instance segmentation

SOLOv2

line feature

No. 5, 2023 : 1583-1588 doi:10.19734/j.issn.1001-3695.2022.08.0462

41

Front end optimization method of RGB-D SLAM in indoor dynamic scenes

一种室内动态场景下RGB-D SLAM的前端优化方法

Li Yong

Liu Hongjie

Zhou Yonglu

Yu Ying

SLAM

dynamic scene

object detection

image segmentation

pose estimation

No. 4, 2023 : 991-995 doi:10.19734/j.issn.1001-3695.2022.09.0459

42

Spinal image segmentation method with multi-attention

融合多注意力机制的脊椎图像分割方法

Pu Zhong

Zhang Junhua

Huang Kun

Zhou Qihao

spine image segmentation

U-shaped network

coordinate attention

dual-branch channel Transformer

Transformer-Convolution fusion attention

No. 4, 2023 : 1256-1262 doi:10.19734/j.issn.1001-3695.2022.07.0409

43

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

44

Based on U-Net multi-scale self-calibrating attention retinal segmentation algorithm

基于U-Net多尺度自校准注意力视网膜分割算法

Liang Liming

Chen Xin

Zhou Longsong

Yu Jie

retinal vessel segmentation

retractable cascade module

self-calibrating attention

Transformer module

multi-scale squeeze-and-excitation

No. 3, 2023 : 943-948 doi:10.19734/j.issn.1001-3695.2022.05.0317

45

Dual-state shape reconstitution and its application in TRUS segmentation

双态形状重构及其在前列腺超声图像分割中的应用

Shi Yongtao

Gao Chao

Li Wei

You Yifei

ultrasound image segmentation

medical image segmentation

manifold learning

No. 3, 2023 : 954-960 doi:10.19734/j.issn.1001-3695.2022.06.0339

46

Indoor semantic map construction integrated with RGB-D semantic segmentation network

集成RGB-D语义分割网络的室内语义地图构建

Song Xin

Zhang Rongfen

Liu Yuhong

RGB-D semantic segmentation

ORB-SLAM2

VSLAM

semantic map construction

No. 11, 2022 : 3481-3486 doi:10.19734/j.issn.1001-3695.2022.04.0178

47

Graph-UNet for material image segmentation

应用于材料图像分割的Graph-UNet

Wei Huishan

Han Yuexing

Wang Bing

Chen Qiaochuan

semantic segmentation

graph convolutional neural network

graph attention

material image

deep learning

small sample

No. 10, 2022 : 3196-3200 doi:10.19734/j.issn.1001-3695.2022.03.0132

48

Nested semantic segmentation network fusing deep difference features

融合深层差异特征的RGB-T巢式语义分割网络

Yuan Haobin

Zhao Tao

Zhong Yuzhong

RGB-T semantic segmentation

nested network

feature reutilization

fusion strategy

No. 9, 2022 : 2850-2853,2860 doi:10.19734/j.issn.1001-3695.2022.03.0083

49

Double branch upsampling domain adaptive network for unsupervised segmentation

面向无监督分割的双分支上采样域自适应网络

Han Zonghuan

Liu Mingguo

Li Shen

Chen Lijia

Tian Min

Lan Tianxiang

Liang Qian

surface-imprint characters

domain adaptation

semantic segmentation

unsupervised training

No. 9, 2022 : 2861-2866 doi:10.19734/j.issn.1001-3695.2022.02.0062

50

Parallel dual audio fingerprinting based on spatially adaptive hashing algorithms

基于空间自适应哈希算法的并行双音频指纹技术

Huang Yiying

Deng Kaifa

Wu Chunxue

audio fingerprint

parallel dual audio

Walsh-Hadamard transformation

spatial adaptive hash matching(SAH)

spectrum segmentation

No. 7, 2022 : 2076-2080,2086 doi:10.19734/j.issn.1001-3695.2021.12.0672