---
title: "Improved causal attention mechanism and semi-supervised learning integrated deep learning model for blueberry ripeness detection"
authors: ["Runqing Zhang", "Qian Zhao", "Chunxu Hao", "Wenhui Dong", "Pengzhi Hou", "Qingqiang Chen", "Fuzhong Li", "Xiaoying Zhang"]
journal: "Computers and Electronics in Agriculture"
published_date: "2026-08-01"
doi: "10.1016/j.compag.2026.111910"
url: "https://doi.org/10.1016/j.compag.2026.111910"
source: "crossref:crossref-cea"
fetched_at: "2026-05-30T18:53:28+00:00"
tags: ["深度学习"]
relevance_score: 1.2
reading_status: "unread"
favorite: false
---

# Improved causal attention mechanism and semi-supervised learning integrated deep learning model for blueberry ripeness detection

## 基本信息
- 作者：Runqing Zhang; Qian Zhao; Chunxu Hao; Wenhui Dong; Pengzhi Hou; Qingqiang Chen; Fuzhong Li; Xiaoying Zhang
- 期刊：Computers and Electronics in Agriculture
- 发表日期：2026-08-01
- DOI：10.1016/j.compag.2026.111910
- 原文链接：https://doi.org/10.1016/j.compag.2026.111910
- 数据来源：crossref:crossref-cea

## 摘要
暂无摘要。

## 中文整理
基础摘要（未启用或未成功调用大模型）：该记录暂无摘要，请打开原文链接查看。

## 关键词标签
深度学习

## 相关性评分
1.2

## 相关性说明
命中 深度学习 关键词：deep learning, detect, detection

## 阅读状态
- 阅读状态：unread
- 收藏状态：未收藏

## 备注