Research Paper (Under Review)
Published by
Academic Journal/Conference
Summary
Authored a research paper currently undergoing peer review, demonstrating ongoing engagement in cutting-edge academic research.
杨国庆
Computer Vision Researcher | Student Leader
Wuhan, CN.About
Highly accomplished Computer Vision researcher and student leader with a strong academic record (GPA 3.85/5.0, top 6%) and extensive experience in deep learning, image processing, and autonomous systems. Proven ability to lead complex projects, innovate solutions for real-world challenges, and drive significant improvements in model performance and reliability. Seeking to leverage expertise in AI and computer vision to contribute to cutting-edge research and development.
Volunteer
Wuhan Institute of Technology, Youth League Student Union
|President
Wuhan, Hubei, China
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Summary
Led a major student organization, responsible for planning and executing university-wide events and fostering student engagement.
Highlights
Spearheaded the planning and execution of multiple university-level and faculty-level events, including the Freshman Welcome Gala and New Year's Garden Party.
Organized the "Overclocking Plan" cadre training program, enhancing leadership and coordination skills among student leaders.
Facilitated effective communication and coordination across various student groups and university departments.
Managed a team of student cadres, delegating tasks and ensuring successful event delivery.
Wuhan Institute of Technology, Digital Media Technology (Class of 2022)
|Class Monitor
Wuhan, Hubei, China
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Summary
Served as the primary student representative for the class, managing academic and extracurricular activities.
Highlights
Acted as a key liaison between students and faculty, ensuring smooth communication and addressing class needs.
Assisted in organizing academic and social events for the class, fostering a cohesive and supportive learning environment.
Demonstrated strong organizational skills and a commitment to student welfare.
Wuhan Institute of Technology (Social Practice Initiative)
|Volunteer Member, "Dream Seeking" Social Practice Group
Wuhan, Hubei, China
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Summary
Joined the "Dream Seeking" social practice group to popularize science and technology knowledge among left-behind children in rural areas.
Highlights
Organized and conducted science popularization activities for left-behind children in rural communities.
Introduced basic scientific and technological concepts, stimulating curiosity and learning among participants.
Contributed to community development by promoting educational equity and access to knowledge.
Wuhan Institute of Technology (Social Practice Initiative)
|Volunteer Teacher
Wuhan, Hubei, China
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Summary
Participated in the "Smart Star" online teaching project, providing fundamental programming education to children in remote areas.
Highlights
Delivered programming basic courses to children in remote areas, enhancing their digital literacy and educational opportunities.
Engaged students through interactive lessons, fostering an interest in technology and problem-solving.
Contributed to bridging the educational gap for underserved communities.
Education
Wuhan Institute of Technology
Wuhan, Hubei, China
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Bachelor of Engineering
Digital Media Technology
Grade: GPA: 3.85/5.0 (Top 6% of class)
Courses
Computer Organization (94)
Computer Networks (97)
Algorithms and Data Structures (96)
Software Engineering (96)
AI and Media Society (97)
Algorithm Design and Analysis (98)
Digital Image Processing (99)
Computer Graphics (98)
Awards
International Gold Award (1 item)
Awarded By
Various International Competition Organizers
Recognized for outstanding performance and innovation in computer science competitions, achieving a top-tier international award.
National-Level Competition Awards (8 items)
Awarded By
Various National Competition Organizers
Achieved top rankings in 8 national computer science and engineering competitions, demonstrating exceptional technical proficiency.
Provincial-Level Competition Awards (16 items)
Awarded By
Various Provincial Competition Organizers
Secured 16 provincial-level awards, showcasing broad expertise across various technical and academic challenges.
Multiple University-Level Honors
Awarded By
Wuhan Institute of Technology
Honored as "Campus Management Elite," "Triple-A Student," and "Outstanding Student Cadre" for consistent academic achievement and leadership contributions.
Publications
National-Level Report (First Author)
Published by
Academic/Research Institution
Summary
Authored a national-level report as the first author, contributing to significant findings and recognition in the field.
Provincial-Level Reports (3 items)
Published by
Academic/Research Institution
Summary
Contributed to three provincial-level reports, showcasing strong research and analytical capabilities.
Languages
Chinese
Certificates
Software Copyright (1 item)
Issued By
National Copyright Administration, China
Skills
Programming Languages & Frameworks
Python, Front-end Development, MindSpore, ROS.
Computer Vision & Deep Learning
CNN, Transformer, Visual Backbone Networks, Object Detection, Object Recognition, Image Processing, Medical Image Analysis, Multimodal AI, YOLOv8, Faster RCNN, DCGAN, SLAM, SuperRetina, Progressive Keypoint Expansion (PKE).
Operating Systems & Hardware
HarmonyOS, Raspberry Pi.
Project Management & Leadership
Project Planning, System Integration, Team Leadership, Cross-functional Collaboration, Event Organization, Communication, Coordination.
Research & Analytical Skills
Problem-solving, Innovation, Strategic Thinking, Data Analysis, Model Training & Deployment, Algorithm Design.
Projects
Retinal Image Keypoint Detection and Description
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Summary
Proposed a semi-supervised learning method to address instability in fully unsupervised non-vascular region detection, enhancing stability and repeatability of vascular intersections and bifurcations using the SuperRetina model and Progressive Keypoint Expansion (PKE).
MindSpore & Huawei Cloud-based Vision Enhancement System for Autonomous Driving
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Summary
Led the development of a lightweight deep de-raining model, optimized with the MindSpore framework, to address real-time performance limitations of de-raining algorithms. This enhanced system significantly improved driving reliability in harsh weather conditions.
Autonomous Vehicle Visual Navigation Project
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Summary
Headed the development of an autonomous mobile robot platform based on ROS, integrating visual recognition and path planning for comprehensive environmental perception and self-navigation capabilities.
OpenEuler-powered Full-Scenario Collaborative Rebar Quality Inspection and Counting Solution
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Summary
Developed a rebar counting and defect detection system utilizing YOLOv8, Faster RCNN, and DCGAN data augmentation, integrated with edge computing and mobile collaboration for smart quality inspection in the construction industry.