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  • Nankai University
  • Hangzhou

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chaineypung/README.md

๐Ÿ‘‹ Hi there! I'm Chainey

| ๐ŸŽฏ Computer Vision & AI | ๐Ÿ† Kaggle Master |


๐Ÿ–ผ๏ธ Research Interests

๐Ÿ”น Image Processing: Image Generation, Image Matching, Image Segmentation, Image Classification, Super-Resolution
๐Ÿ”น 3D Vision: Depth Estimation, Pose Estimation, 3D Reconstruction, Surface Normal Estimation
๐Ÿ”น AI & ML: Object Detection, Object Tracking, OCR, Speech Generation & Detection, Temporal Prediction


๐Ÿ† Competitions

๐Ÿ… 2025

  • ๐Ÿฅ‡ Champion - CVPR The 4th Anti-UAV Workshop (Track-1) (Object Tracking)
  • ๐Ÿฅˆ Runner-Up - CVPR The 4th Anti-UAV Workshop (Track-2) (Object Tracking)
  • ๐Ÿ† First Prize - Chang Guang Satellite High-Resolution Road Extraction (Image Segmentation)

๐Ÿ… 2024

  • ๐Ÿฅ‡ Champion - PRCV Wide-Area Infrared Small Target Detection (Image Segmentation)
  • ๐Ÿฅ‡ Champion - ICPR Weakly Supervised Infrared Small Target Detection (Image Segmentation)
  • ๐Ÿฅ‡ Champion - ICPR Lightweight Infrared Small Target Detection (Image Segmentation)
  • ๐Ÿฅ‡ Gold Medal - Kaggle Image Matching Challenge (Image Matching)
  • ๐Ÿฅ‡ Gold Medal - Kaggle RSNA 2024 Lumbar Spine Degeneration Classification (Object Detection)
  • ๐Ÿฅˆ Silver Medal - Kaggle HMS - Harmful Brain Activity Classification (Speech Recognition)
  • ๐Ÿฅˆ Silver Medal - Kaggle SenNet + HOA Human Vasculature Segmentation (Image Segmentation)
  • ๐Ÿฅ‰ Third Place - China Aerospace AI Challenge - Remote Sensing Target Recognition (Object Detection)

๐Ÿ… 2023

  • ๐Ÿฅ‡ Champion - iFlyTek Brain PET Image Analysis & Disease Prediction (Image Classification)
  • ๐Ÿฅˆ Runner-Up - iFlyTek Crop Disease Image Recognition Challenge (Image Classification)
  • ๐Ÿฅˆ Silver Medal - Kaggle Ovarian Cancer Classification (Image Classification)
  • ๐Ÿฅ‰ Bronze Medal - Kaggle Google Contrails Identification (Image Segmentation)

๐Ÿ… 2022

  • ๐Ÿฅ‡ Champion - Baidu Temporal Action Localization (Action Recognition)
  • ๐Ÿฅ‡ Gold Medal - Kaggle HuBMAP + HPA Human Body Analysis (Image Segmentation)
  • ๐ŸŽ–๏ธ Top 1% - Baidu Figure Skating Athlete Action Recognition (Action Recognition)
  • ๐ŸŽ–๏ธ Fifth Place - MICCAI Migraine dMRI Super-Resolution (Image Super-Resolution)
  • ๐ŸŽ–๏ธ Seventh Place - CVPR Stereo Image Super-Resolution Challenge (Image Super-Resolution)

๐Ÿ… 2021

  • ๐Ÿฅ‡ Champion - CCF Infant Ultrasound Hemangioma Segmentation (Image Segmentation)

๐Ÿ… 2020

  • ๐Ÿฅ‰ Third Place - Huawei Alzheimer's Classification Challenge (Machine Learning)

๐Ÿ“„ Publications

  • ๐Ÿ“ A Simple Detector with Frame Dynamics is a Strong Tracker - CVPRW Best Paper!
  • ๐Ÿ“ Beyond Full Label: Single-Point Prompt for Infrared Small Target Label Generation - IEEE JSTAR
  • ๐Ÿ“ The First Competition on Resource-Limited Infrared Small Target Detection - ICPR
  • ๐Ÿ“ Super-Resolved q-Space Learning for Diffusion MRI - Medical Physics
  • ๐Ÿ“ Uncertainty-Guided Transformer for Brain Tumor Segmentation - MBEC
  • ๐Ÿ“ Graph Convolutional Network with Attention Mechanism for MDD Diagnosis - JAD
  • ๐Ÿ“ Validation of Deep Learning for Diffusion MRI Quality Augmentation - NeuroImage
  • ๐Ÿ“ NTIRE 2022 Challenge on Stereo Image Super-Resolution - CVPRW
  • ๐Ÿ“ Deep-based Super-Angular Resolution for Diffusion Imaging - PRCV

โœจ Feel free to connect, collaborate, or discuss AI research! ๐Ÿš€

Pinned Loading

  1. Pytorch-Swin-Unet-V2 Pytorch-Swin-Unet-V2 Public

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

    Python 60 10

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

    [CCF BDCI 2021] 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

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

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

    Python 21 1

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

    [Baidu 2022] 2022็™พๅบฆๆ—ถๅบๆๅๅŠจไฝœๅฎšไฝๅคง่ต›ๅ† ๅ†›ๆ–นๆกˆ

    Python 10 3

  5. facias914/A-Simple-Detector-is-a-Strong-Tracker facias914/A-Simple-Detector-is-a-Strong-Tracker Public

    [CVPRW2025] A Simple Detector with Frame Dynamics is a Strong Tracker

    Python 12

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

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

    Python 6 1