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.

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

Complex Phase Steel Microstructure Segmentation Using UNet Analysis across Different Magnifications and Steel Types

Date

11-2023

Author

Swain Bishal Ranjan, Dahee Cho, Joongcheul Park, JaeSeung Roh and Jaepil Ko

Published

Materials 16, No 23

Title

저비용 UVC 카메라를 이용한 다위치 및 다부품 동시 비전검사

Date

2023

Author

강민혜, 최경주, 고재필

Published

멀티미디어학회논문지 Vol 26, No9, pp 1097-1104

Title

3DU2Net 기반 새로운 뇌종양 분할 모델

Date

2023

Author

윤종학, 고재필, 최경주

Published

멀티미디어학회논문지 Vol 26, No3, pp 449-456

Title

Malaria Disease Cell Classification with Highlighting Small Infected Regions

Date

2023

Author

Milkisa Yebasse, Kyung Joo Cheoi, Jaepil Ko

Published

IEEE Access, Vol. 11, pp. 15945-15953

Title

Estimation of Number of Pigs Taking in Feed Using Posture Filtration

Date

2023-01

Author

Taeho Kim, Youjin Kim, Sehan Kim, Jaepil Ko

Published

Sensors, 23(1)

Title

Measurement of the Number of Feed Intake using Pig Posture Detection

Date

2022-11

Author

Taeho Kim, Bishal, Hong Won-Ki, Jaepil Ko

Published

IEEK Conference

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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