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chaineypung/README.md

👋 Hi there! I'm Chainey

| 🎯 Computer Vision & AI | 🏆 Kaggle Master |


🖼️ Research Interests

🔹 Image Processing: Image Generation, Image Matching, Image Segmentation, Image Classification, Super-Resolution
🔹 3D Vision: Depth Estimation, Pose Estimation, 3D Reconstruction, Surface Normal Estimation
🔹 AI & ML: Object Detection, Object Tracking, OCR, Speech Generation & Detection, Temporal Prediction


🏆 Competitions

🏅 2025

  • 🥇 Champion - CVPR The 4th Anti-UAV Workshop (Track-1) (Object Tracking)
  • 🥈 Runner-Up - CVPR The 4th Anti-UAV Workshop (Track-2) (Object Tracking)
  • 🏆 First Prize - Chang Guang Satellite High-Resolution Road Extraction (Image Segmentation)

🏅 2024

  • 🥇 Champion - PRCV Wide-Area Infrared Small Target Detection (Image Segmentation)
  • 🥇 Champion - ICPR Weakly Supervised Infrared Small Target Detection (Image Segmentation)
  • 🥇 Champion - ICPR Lightweight Infrared Small Target Detection (Image Segmentation)
  • 🥇 Gold Medal - Kaggle Image Matching Challenge (Image Matching)
  • 🥇 Gold Medal - Kaggle RSNA 2024 Lumbar Spine Degeneration Classification (Object Detection)
  • 🥈 Silver Medal - Kaggle HMS - Harmful Brain Activity Classification (Speech Recognition)
  • 🥈 Silver Medal - Kaggle SenNet + HOA Human Vasculature Segmentation (Image Segmentation)
  • 🥉 Third Place - China Aerospace AI Challenge - Remote Sensing Target Recognition (Object Detection)

🏅 2023

  • 🥇 Champion - iFlyTek Brain PET Image Analysis & Disease Prediction (Image Classification)
  • 🥈 Runner-Up - iFlyTek Crop Disease Image Recognition Challenge (Image Classification)
  • 🥈 Silver Medal - Kaggle Ovarian Cancer Classification (Image Classification)
  • 🥉 Bronze Medal - Kaggle Google Contrails Identification (Image Segmentation)

🏅 2022

  • 🥇 Champion - Baidu Temporal Action Localization (Action Recognition)
  • 🥇 Gold Medal - Kaggle HuBMAP + HPA Human Body Analysis (Image Segmentation)
  • 🎖️ Top 1% - Baidu Figure Skating Athlete Action Recognition (Action Recognition)
  • 🎖️ Fifth Place - MICCAI Migraine dMRI Super-Resolution (Image Super-Resolution)
  • 🎖️ Seventh Place - CVPR Stereo Image Super-Resolution Challenge (Image Super-Resolution)

🏅 2021

  • 🥇 Champion - CCF Infant Ultrasound Hemangioma Segmentation (Image Segmentation)

🏅 2020

  • 🥉 Third Place - Huawei Alzheimer's Classification Challenge (Machine Learning)

📄 Publications

📜 2025

  • 📝 Beyond Full Label: Single-Point Prompt for Infrared Small Target Label Generation - IEEE JSTAR

📜 2024

  • 📝 The First Competition on Resource-Limited Infrared Small Target Detection - ICPR

📜 2023

  • 📝 Super-Resolved q-Space Learning for Diffusion MRI - Medical Physics
  • 📝 Uncertainty-Guided Transformer for Brain Tumor Segmentation - MBEC
  • 📝 Graph Convolutional Network with Attention Mechanism for MDD Diagnosis - JAD
  • 📝 Validation of Deep Learning for Diffusion MRI Quality Augmentation - NeuroImage

📜 2022

  • 📝 NTIRE 2022 Challenge on Stereo Image Super-Resolution - CVPRW

📜 2021

  • 📝 Deep-based Super-Angular Resolution for Diffusion Imaging - PRCV

Feel free to connect, collaborate, or discuss AI research! 🚀

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  1. Kaggle-2022-HubMAP-Competition-Gold-Medal Public

    This is the source code of the 6th place solution for Hubmap segmentation in 2022 Kaggle challenge.

    Python 1

  2. Baidu2022-Paddle-Temporal-Action-Proposal-Rank1st Public

    2022百度时序提名动作定位大赛冠军方案

    Python 10 3

  3. Pytorch-Swin-Unet-V2 Public

    Swin Unet V2 is a modified version of Swin Unet based on Swin Transfomer V2.

    Python 58 11

  4. CVPR-NTIRE2022-Parallel-Interactive-Transformer Public

    This is the source code of the 7th place solution for stereo image super resolution task in 2022 CVPR NTIRE challenge.

    Python 6 1

  5. MMNet-for-Alzheimer-Classification-using-sMRI Public

    5th Place Solution to HUAWEI PRCV Challenge 2021 Alzheimer's Disease Classification Task

    Python 21 1

  6. CCFBDCI-2021-Ultrasonic-Tumor-Segmentation-Rank1st Public

    This is the source code of the 1st place solution for segmentation task (with Dice 90.32%) in 2021 CCF BDCI challenge.

    Python 36 4

89 contributions in the last year

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Loading A graph representing chaineypung's contributions from March 17, 2024 to March 23, 2025. The contributions are 99% commits, 1% issues, 0% pull requests, 0% code review.

Contribution activity

March 2025

Created 19 commits in 1 repository
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