What We See is What We Learn!

About

Computer Vision and Pattern Recognition Lab


Welcome to the Computer Vision and Pattern Recognition (CVPR) Lab, led by Prof. Jaepil Ko in the Department of Computer Engineering at the esteemed College of Engineering, Kumoh National Institute of Technology.
Our dedicated research team delves into the realms of deep learning, computer vision, and pattern recognition to push the boundaries of visual intelligence and advance various applications in fields such as image processing, semantic segmentation, and acoustic signal processing. Join us on our journey to unravel the mysteries of visual perception and unlock the potential of cutting-edge technologies that bridge the gap between machines and the visual world.
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Interests

Our Research Interests Include

Computer Vision

Explore cutting-edge research in computer vision algorithms, deep learning models, and image understanding.

Image Processing

Dive into the realm of image processing techniques and algorithms to enhance and manipulate visual information.

Semantic Segmentation

Achieve pixel-level understanding of images and extract meaningful insights for various applications

Acoustic Signal Processing

Delve into the unraveling the mysteries of acoustic signal processing, sound analysis and speech recognition

Projects

Some of our Highlighted Projects

  • All
  • Recognition
  • Voice
  • Segmentation

Pig Monitoring System

Recognition

RISA Image Labelling Tool

Segmentation

Visibility Enhancement

Recognition

Speech Enhancement

Voice

Steel Image Segmentation

Segmentation

Presence Verification System

Recognition

Artistic Fusion

Recognition

Boundary Code

Recognition

Advertisement Detection

Recognition

Team

Our Lab members include

Prof. Jaepil Ko

Lab Head

Bishal Swain

Ph.D Candidate

Salohiddin Urokov

Ph.D Candidate

Taeho Kim

Graduate Student

Kang Minhae

Graduate Student

Kim Da Eun

UnderGraduate

Seo Jangjun

UnderGraduate

Lee Ga Eun

UnderGraduate

Lim Yoobin

UnderGraduate

Hwang Jaeyeon

UnderGraduate

Papers

Papers published by the lab.

Title

SAM Guided Task-Specific Enhanced Nuclei Segmentation in Digital Pathology

Date

10-2024

Author

Bishal Ranjan Swain, Kyung Joo Cheoi, Jaepil Ko

Published

MICCAI 2024

Title

Nuclei Segmentation in Histopathological Images with Enhanced U-Net3+

Date

07-2024

Author

Bishal Ranjan Swain, Kyung Joo Cheoi, Jaepil Ko

Published

MIDL 2024, Paris

Title

Phase Fraction Calculation in Multiphase Steel Microstructures Through Semantic Segmentation

Date

06-2024

Author

Bishal Ranjan Swain, Kyung Joo Cheoi, Jaepil Ko

Published

IEEE ICASI 2024

Contact Us

For more information about the lab

Location:

136 Digital Building, Kumoh National Institute of Technology, 61 Daehak-ro, Gumi, Gyeongbuk 39177, Korea

Call:

+82 054-478-7528/9