CN115349139A - 图像分割方法、装置、设备及存储介质 - Google Patents

图像分割方法、装置、设备及存储介质 Download PDF

Info

Publication number
CN115349139A
CN115349139A CN202080099096.5A CN202080099096A CN115349139A CN 115349139 A CN115349139 A CN 115349139A CN 202080099096 A CN202080099096 A CN 202080099096A CN 115349139 A CN115349139 A CN 115349139A
Authority
CN
China
Prior art keywords
image
segmentation
module
decoding
label
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202080099096.5A
Other languages
English (en)
Inventor
曹桂平
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Guangzhou Shiyuan Electronics Thecnology Co Ltd
Original Assignee
Guangzhou Shiyuan Electronics Thecnology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Guangzhou Shiyuan Electronics Thecnology Co Ltd filed Critical Guangzhou Shiyuan Electronics Thecnology Co Ltd
Publication of CN115349139A publication Critical patent/CN115349139A/zh
Pending legal-status Critical Current

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Image Analysis (AREA)

Abstract

本申请实施例提供了一种图像分割方法、装置、设备及存储介质，涉及图像处理技术领域，其包括：获取视频数据中的当前帧图像，所述视频数据中显示有目标对象；将所述当前帧图像输入至训练好的图像分割模型，以得到基于所述目标对象的第一分割图像；对所述第一分割图像进行平滑处理，以得到基于所述目标对象的第二分割图像；将所述视频数据中下一帧图像作为当前帧图像，并返回执行将所述当前帧图像输入至训练好的图像分割模型的操作，直到所述视频数据中每帧图像均得到对应的第二分割图像为止。采用上述方法可以解决现有技术无法准确地对在线视频数据进行图像分割的技术问题。

Description

PCT国内申请，说明书已公开。

Claims (13)

  1. PCT国内申请，权利要求书已公开。
CN202080099096.5A 2020-12-21 2020-12-21 图像分割方法、装置、设备及存储介质 Pending CN115349139A (zh)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2020/137858 WO2022133627A1 (zh) 2020-12-21 2020-12-21 图像分割方法、装置、设备及存储介质

Publications (1)

Publication Number Publication Date
CN115349139A true CN115349139A (zh) 2022-11-15

Family

ID=82157066

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202080099096.5A Pending CN115349139A (zh) 2020-12-21 2020-12-21 图像分割方法、装置、设备及存储介质

Country Status (2)

Country Link
CN (1) CN115349139A (zh)
WO (1) WO2022133627A1 (zh)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115988151A (zh) * 2022-12-29 2023-04-18 南京图格医疗科技有限公司 一种使用低像素时钟实时处理视频的方法及系统
CN116824308A (zh) * 2023-08-30 2023-09-29 腾讯科技（深圳）有限公司 图像分割模型训练方法与相关方法、装置、介质及设备

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115277452B (zh) * 2022-07-01 2023-11-28 中铁第四勘察设计院集团有限公司 基于边端协同的ResNet自适应加速计算方法及应用
CN114882076B (zh) * 2022-07-11 2022-09-23 中国人民解放军国防科技大学 一种基于大数据记忆存储的轻量型视频对象分割方法
CN116189194B (zh) * 2023-04-27 2023-07-14 北京中昌工程咨询有限公司 一种用于工程建模的图纸增强分割方法
CN117237397B (zh) * 2023-07-13 2024-05-28 天翼爱音乐文化科技有限公司 基于特征融合的人像分割方法、系统、设备及存储介质

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10839517B2 (en) * 2019-02-21 2020-11-17 Sony Corporation Multiple neural networks-based object segmentation in a sequence of color image frames
CN110827292B (zh) * 2019-10-23 2021-08-10 中科智云科技有限公司 一种基于卷积神经网络的视频实例分割方法及设备
CN110910391B (zh) * 2019-11-15 2023-08-18 安徽大学 一种双模块神经网络结构视频对象分割方法

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115988151A (zh) * 2022-12-29 2023-04-18 南京图格医疗科技有限公司 一种使用低像素时钟实时处理视频的方法及系统
CN116824308A (zh) * 2023-08-30 2023-09-29 腾讯科技（深圳）有限公司 图像分割模型训练方法与相关方法、装置、介质及设备
CN116824308B (zh) * 2023-08-30 2024-03-22 腾讯科技（深圳）有限公司 图像分割模型训练方法与相关方法、装置、介质及设备

Also Published As

Publication number Publication date
WO2022133627A1 (zh) 2022-06-30

Similar Documents

Publication Publication Date Title
CN115349139A (zh) 图像分割方法、装置、设备及存储介质
CN108062754B (zh) 基于密集网络图像的分割、识别方法和装置
US11922671B2 (en) Apparatus and method for processing image data
Lopez-Fuentes et al. River segmentation for flood monitoring
CN111583097A (zh) 图像处理方法、装置、电子设备及计算机可读存储介质
Xiao et al. Example‐Based Colourization Via Dense Encoding Pyramids
CN113538480A (zh) 图像分割处理方法、装置、计算机设备和存储介质
CN110717851A (zh) 图像处理方法及装置、神经网络的训练方法、存储介质
US11393100B2 (en) Automatically generating a trimap segmentation for a digital image by utilizing a trimap generation neural network
US11651477B2 (en) Generating an image mask for a digital image by utilizing a multi-branch masking pipeline with neural networks
CN112084859B (zh) 一种基于稠密边界块和注意力机制的建筑物分割方法
WO2022109922A1 (zh) 抠图实现方法、装置、设备及存储介质
CN112541459A (zh) 基于多尺度感知注意力网络的人群计数方法及系统
Ye et al. Depth super-resolution with deep edge-inference network and edge-guided depth filling
CN113822794A (zh) 一种图像风格转换方法、装置、计算机设备和存储介质
CN116485867A (zh) 一种面向自动驾驶的结构化场景深度估计方法
CN112883887B (zh) 一种基于高空间分辨率光学遥感图像的建筑物实例自动提取方法
Lu et al. A video prediction method based on optical flow estimation and pixel generation
CN117237648B (zh) 基于上下文感知的语义分割模型的训练方法、装置和设备
CN112801195A (zh) 一种基于深度学习的雾天能见度预测方法，存储装置及服务器
CN117237623A (zh) 一种无人机遥感图像语义分割方法及系统
CN116342877A (zh) 一种复杂场景下基于改进aspp和融合模块的语义分割方法
CN114565764A (zh) 基于舰船实例分割的港口全景感知系统
Lin et al. Deep asymmetric extraction and aggregation for infrared small target detection
CN111190952A (zh) 一种基于图像金字塔提取城市画像多尺度特征并持久化的方法

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination