Image Segmentation Using YOLOv8 for Display-Field Communication (DFC)

Display Field Communication (DFC) is one of the D2C (Display to Camera) communication technologies. In DFC, digital display devices show images or videos as the transmitter, while the camera acts as the receiver [6]–[11]. The current situation necessitates instance image segmentation technology in DFC. In this paper, we utilized the YOLOv8 model [12] to detect image regions. We conducted transfer learning with custom data suitable for DFC and applied it to real world scenarios.

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Published
2024-11-03
DOI
https://doi.org/10.1109/icce-asia63397.2024.10774043
Primary Topic
Industrial Vision Systems and Defect Detection
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article
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article

Image Segmentation Using YOLOv8 for Display-Field Communication (DFC)

Sung‐Yoon Jung, Tae Min Kim
Industrial Vision Systems and Defect Detection
article

Image Segmentation Using YOLOv8 for Display-Field Communication (DFC)

Sung‐Yoon Jung, Tae Min Kim
article en

Abstract

Display Field Communication (DFC) is one of the D2C (Display to Camera) communication technologies. In DFC, digital display devices show images or videos as the transmitter, while the camera acts as the receiver [6]–[11]. The current situation necessitates instance image segmentation technology in DFC. In this paper, we utilized the YOLOv8 model [12] to detect image regions. We conducted transfer learning with custom data suitable for DFC and applied it to real world scenarios.

Yeungnam University (KR)
Openalex Percentile: Top 63%
Industrial Vision Systems and Defect Detection
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