Searchsemantic segmentationreturned 31 results

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1

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研究综述

Dong Chengrong

Yao Junping

Li Xiaojun

Su Yi

Zhou Zhijie

semantic segmentation

federated learning

collaborative training

data heterogeneity

label deficiency

Accepted Paper No. 6, 2024 : doi:10.19734/j.issn.1001-3695.2023.09.0420

2

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

3

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

4

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

5

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

6

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

7

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

8

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

9

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

10

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

11

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

12

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

13

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

14

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

15

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

16

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

17

SLAM algorithm based on semantic segmentation and dynamic feature point elimination

基于语义分割动态特征点剔除的SLAM算法

Zhang Heng

Xu Changchun

Liu Yanli

Liao Zhifang

simultaneous localization and mapping

feature points

dynamic environment

semantic segmentation

No. 5, 2022 : 1472-1477 doi:10.19734/j.issn.1001-3695.2021.09.0402

18

Real-time semantic segmentation network based on multi-level context guidance

基于多级上下文引导的实时语义分割网络

Wen Kai

Xiong Junchen

Zou Wei

Tang Weiwei

deep-wise separable convolution

asymmetric convolution

local feature

contexts

channel attention

No. 4, 2022 : 1265-1269,1280 doi:10.19734/j.issn.1001-3695.2021.07.0335

19

Research on UAV SLAM method based on visual inertial odometer and semantic information

基于视觉惯性里程计与语义信息的无人机SLAM方法研究

Chen Guojun

Chen Wei

Guo Tiezheng

Wang Zhiming

simultaneous localization and mapping(SLAM)

semantic segmentation

visual inertial odometer(VIO)

unmanned aerial vehicle(UAV)

No. 3, 2022 : 826-830,840 doi:10.19734/j.issn.1001-3695.2021.08.0326

20

Feature selection algorithm based on uncertainty of semantic segmentation

基于语义分割不确定性的特征点选择算法

Liu Yanli

Liu Shengdong

Zhang Heng

Liao Zhifang

visual odometry

mutual information

semantic segmentation

simultaneous localization and mapping

No. 3, 2022 : 943-948,955 doi:10.19734/j.issn.1001-3695.2021.08.0313

21

Dual-path semantic segmentation based on spatial feature extraction and attention mechanism

基于空间特征提取和注意力机制的双路径语义分割

Zheng Pengying

Chen Wei

Yin Zhong

dual-path semantic segmentation

asymmetric convolution

attention mechanism

in-depth supervision

No. 2, 2022 : 613-617 doi:10.19734/j.issn.1001-3695.2021.05.0259

22

Semantic segmentation of 3D model based on context-reinforced octree network

基于上下文强化八叉树网络三维模型语义分割算法

Yang Maonan

Jia Qingxuan

Li Xulong

Miao Yu

3D model

semantic segmentation

octree network

context reinforce

reinforcement learning

No. 12, 2021 : 3586-3589,3596 doi:10.19734/j.issn.1001-3695.2021.04.0163

23

Adversarial learning method for weakly supervised semantic segmentation

弱监督语义分割的对抗学习方法

Luo Huilan

Chen Hu

weak supervised semantic segmentation

generative adversarial networks

class activation map

self-supervised equivariant attention mechanism

No. 10, 2021 : 3196-3200 doi:10.19734/j.issn.1001-3695.2020.11.0433

24

Entropy enhanced unsupervised domain adaptive remote sensing image semantic segmentation

基于熵增强的无监督域适应遥感图像语义分割

Zhang Xunhui

Zhou Yong

Zhao Jiaqi

Zhang Di

Yao Rui

Liu Bing

remote sensing image

semantic segmentation

unsupervised domain adaptation

co-training

information entropy

No. 9, 2021 : 2852-2856 doi:10.19734/j.issn.1001-3695.2020.11.0431

25

Semantic segmentation of foggy images based on atrous spatial pyramid pooling

基于空洞空间金字塔池化的雾天图像语义分割

Jiao Jian

Zhang Lei

Li Jing

foggy images

semantic segmentation

parallel convolution

context features

decoder

No. 7, 2021 : 2200-2202 doi:10.19734/j.issn.1001-3695.2020.07.0266

26

Application of lightweight convolutional neural network in SAR image semantic segmentation

轻量化卷积神经网络在SAR图像语义分割中的应用

Shui Wenze

Sun Sheng

Yu Xu

Deng Shaoping

synthetic aperture radar

deep learning

semantic segmentation

lightweight convolutional neural network

No. 5, 2021 : 1572-1575,1580 doi:10.19734/j.issn.1001-3695.2020.05.0150

27

Research on semantic segmentation algorithm based on convolutional neural network

基于卷积神经网络的语义分割算法研究

Xiong Wei

Tong Lei

Jin Jingyi

Wang Chuansheng

Wang Juan

Zeng Chunyan

image semantic segmentation

joint feature pyramid module(JFP)

atrous spatial pyramid pooling module(ASPP)

attention module

No. 4, 2021 : 1261-1264 doi:10.19734/j.issn.1001-3695.2019.12.0705

28

Semi-direct visual odometer incorporating semantics in dynamic scene

动态场景下结合语义的半直接法视觉里程计

Liang Hong

Chen Junxi

Li Lihua

He Xiaofeng

Chen Lingna

visual odometer

deep learning

semantic segmentation

semi-direct method

dynamic environment

No. 3, 2021 : 941-945 doi:10.19734/j.issn.1001-3695.2019.12.0698

29

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

30

Sharing bicycle’s categories and parking violation detection based on object detection and semantic segmentation

基于目标检测和语义分割共享单车类别与违停检测

Yan Guangyu

Liu Zhengxi

Xiong Yunyu

Li Zheng

Zhao Yiru

sharing bicycle

object detection

semantic segmentation

parking violation detection

No. 10, 2020 : 3175-3179 doi:10.19734/j.issn.1001-3695.2019.05.0170

31

Improved DeepLab-v3 model using nine-point bicubic convolution interpolation

使用九点双三次卷积插值方法改进的DeepLab-v3模型

Song Guojie

Huang Jiafang

Chen Puchun

Chen Yali

image semantic segmentation

DeepLab-v3

bilinear interpolation

bicubic convolution interpolation

No. 9, 2020 : 2876-2880 doi:10.19734/j.issn.1001-3695.2019.04.0125