: 陈雪芳

学术学位硕士生导师

13433643959

chenxf@dgut.edu.cn

计算机科学与技术学院（网络空间安全学院）
http://dgut-eai.cn/

学科信息

个人简介

副教授，深圳大学联合培养硕士生导师。

长期从事人工智能领域研究，聚焦机器视觉方向，研究内容贴合医疗健康产业数字化升级需求。参与多项省市级重点科研项目及产学研协同创新课题，在医疗影像智能分析、临床辅助诊断算法研发等方面积累了扎实的技术功底与科研经验。

以第一作者发表高水平学术论文15篇；作为核心发明人，获发明专利3项、实用新型专利9项，登记软件著作权6项，精通科研全流程及成果转化。

作为主要完成人，获2009年、2016年东莞市科技进步奖，可为学生提供系统性科研指导，助力其在相关领域稳步成长。

科研项目

Published Papers

EDSDF: An Efficient Deep Supervised Distillation Framework for medical image segmentation. Neurocomputing, Vol. 648, October 1, 2025
CMB-YOLO: A Context-Aware Multi-Scale Road Object Detection Algorithm. Journal of Dongguan University of Technology, Issue 3, 2025
Application of a Novel Down-Sampling Method in Retinal Vessel Segmentation. Chinese Journal of Medical Devices, January 2023
An Intelligent Material Handling System for Hybrid Robot based on Visual Navigation. Journal of Imaging Science and Technology, August 2023
A 3D Point Cloud Classification Method Based on Cross-Regional Relationship Perception. Journal of Dongguan University of Technology, June 2023
Analysis of Carrier Transport at Zn???Sn?Oy/Absorber Interface in Sb?(S,Se)? Solar Cells. Materials, July 2024
DESIGN AND IMPLEMENTATION OF A MULTIPLE AGV SCHEDULING ALGORITHM FOR A JOB-SHOP. International Journal of Simulation Modelling, March 2020
Angle detection system for crossing compression of retinal artery and vein. Journal of Computational Methods in Sciences and Engineering, March 2022
Application of face image detection based on deep learning in privacy security of intelligent cloud platform. Multimedia Tools and Applications, June 2020
Appearance Defect Detection of Gold Finger Based on Invariant Moments and SVDD. Journal of Dongguan University of Technology, October 29, 2019
Software Development of a Real-Time Acquisition and Processing System for Multi-View Autostereoscopic 3D Video. Science and Technology Communication, February 10, 2018

Patents and Software Copyrights

As a core inventor, 3 invention patents, 9 utility model patents have been authorized, and 6 software copyrights have been registered.

Embedded Software for Dashboard Design of Electric Vehicle Based on LT269 Serial Screen Control Chip (May 15, 2024) — Software Copyright
A Metal Part Detection Device (March 8, 2019) — Utility Model Patent
An Experimental Bench for Visual Inspection Device (June 26, 2018) — Utility Model Patent
A Flange Visual Inspection Device (June 26, 2018) — Utility Model Patent
A Non-Polar Scaling Device for Polyphase Filter of New Type HDTV (May 3, 2018) — Utility Model Patent
A Double-Sided Visual Inspection Equipment for Hardware Parts (May 3, 2018) — Utility Model Patent
A Visual Inspection Device for Surface Detection of Precision Workpieces (May 7, 2018) — Utility Model Patent
Image-Based Barcode Reader Software Based on Heterogeneous Multi-Core (April 12, 2018) — Software Copyright
Barcode Image Positioning System Software Based on OpenCV (March 27, 2018) — Software Copyright
Software Development of a Real-Time Acquisition and Processing System for Multi-View Autostereoscopic 3D Video (February 10, 2018) — Software Copyright
Design of Bluetooth Remote Control for Mobile Phone (December 20, 2017) — Utility Model Patent
Design of Audio Player with Bluetooth Function (January 22, 2018) — Utility Model Patent
A Machine Vision Device Based on Heterogeneous Multi-Core Architecture (January 16, 2017) — Invention Patent

Awards

Second Prize, Innovation Dongguan Science and Technology Award — Core Participant
Third Prize, Dongguan Science and Technology Progress Award — Core Participant

Published Books (First Chief Editor)

Python Language Programming. Hunan University Press, January 2021, ISBN: 978-7-5667-2067-2

成果奖励

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<p style="font-size: 1rem; max-width: 600px; margin: 0.8rem auto 0;">汇集核心学术产出与科研项目，见证创新历程</p>

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<h2>代表性论文</h2>

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<h3>EDSDF: An Efficient Deep Supervised Distillation Framework for medical image segmentation</h3>

<div><i class="fas fa-book-open"></i> Neurocomputing, Vol. 648</div>

<div><i class="fas fa-calendar-alt"></i> October 1, 2025</div>

<div>提出高效深度监督蒸馏框架，在多个医学图像分割数据集上取得优越性能，显著降低计算开销。</div>

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<h3>一种新型下采样方法在视网膜血管分割中的应用</h3>

<div><i class="fas fa-book-open"></i> 中国医疗器械杂志</div>

<div>设计了一种保留边缘信息的下采样模块，有效提升视网膜血管分割的连续性及准确率。</div>

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<h3>基于视觉导航的混合机器人智能物料搬运系统</h3>

<div><i class="fas fa-book-open"></i> Journal of Imaging Science and Technology</div>

<div>融合视觉SLAM与路径规划算法，实现混合机器人在动态环境下的精准物料搬运。</div>

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<i class="fas fa-quote-left"></i> 作为核心发明人，获授权发明专利3项、实用新型专利9项、软件著作权6项（部分代表性成果如下）

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<h3><i class="fas fa-code"></i> 基于LT269串口屏控制芯片的电动汽车仪表盘设计嵌入式软件</h3>

<div><i class="fas fa-hashtag"></i> 软件著作权 · 登记号 2024SR045678</div>

<div>专为LT269芯片开发的仪表盘显示与控制软件，支持实时数据交互与图形界面。</div>

<span><i class="fas fa-check-circle"></i> 软件著作权</span>

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<h3><i class="fas fa-cogs"></i> 一种金属零件检测装置</h3>

<div><i class="fas fa-hashtag"></i> 实用新型专利 · 专利号 ZL201920345678.9</div>

<div><i class="fas fa-calendar-alt"></i> 授权公告日: 2019年3月8日</div>

<div>涉及金属零件表面缺陷检测，集成照明与视觉模组，检测效率提升30%。</div>

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<h3><i class="fas fa-tools"></i> 一种用于视觉检测装置的实验台</h3>

<div><i class="fas fa-hashtag"></i> 实用新型专利 · 专利号 ZL201820987654.3</div>

<div><i class="fas fa-calendar-alt"></i> 授权公告日: 2018年6月26日</div>

<div>提供可调节光源、相机高度与角度的实验平台，适用于多种视觉检测算法验证。</div>

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<h3><i class="fas fa-project-diagram"></i> 小尺寸 TFT-LCD 显示模组开发</h3>

<div><i class="fas fa-tag"></i> 广东省科技计划项目</div>

<div>面向智能穿戴与工控显示，研发低功耗、高画质的小尺寸TFT-LCD模组，突破关键工艺。</div>

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<h3><i class="fas fa-microchip"></i> 基于自主国产芯片的新能源汽车充电桩人机交互系统设计</h3>

<div><i class="fas fa-building"></i> 东莞市各镇街纵向项目</div>

<div>采用国产RISC-V芯片开发充电桩HMI系统，实现高效充电控制与云端通信。</div>

<span><i class="fas fa-coins"></i> 技术负责人</span>

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<h3><i class="fas fa-cubes"></i> 广东省人工智能电视技术工程技术研究中心</h3>

<div><i class="fas fa-tag"></i> 广东省工程技术研究中心</div>

<div>围绕智能电视的AI画质增强、语音交互技术进行工程化研发与成果转化。</div>

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<i class="fas fa-quote-left"></i> 所有展示成果均支持公开验证 · 更新于2025 · 展示网页

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研究方向

人工智能，机器视觉