(* indicates equal contribution)
Image Outpainting
Image outpainting is to extend image current border and generate new regions based on known ones.
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Kyunghun Kim, Yeohun Yun, Keon-Woo Kang, Kyeongbo Kong, Siyeong Lee, Suk-Ju Kang, "Painting Outside As Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement With Progressive Step Learning", WACV, 2021. (Second-tier AI conference)
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Daehyeon Kong*, Kyeongbo Kong*, Kyunghun Kim*, Sung-Jun Min*, Suk-Ju Kang, "Image-Adaptive Hint Generation via Vision Transformer for Outpainting", WACV, 2022. (Second-tier AI conference)
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Jihyun Kim*, Seong-Hun Jeong*, Kyeongbo Kong*, Suk-Ju Kang, "An Unified Framework for Language Guided Image Completion", WACV, 2023. (Second-tier AI conference)
High Dynamic Range (HDR)
High dynamic range (HDR) imaging is a technique that allows an extensive dynamic range of exposures.
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Seungjun Shin, Kyeongbo Kong, Junggi Lee, Woo-Jin Song, Kyung Joon Kwon, Seong Gyun Kim, "Tone mapping to minimize visual sensation distortion considering brightness and local band-limited contrast: Minimum visual sensation distortion tone mapping", Journal of the Society for Information Display, 2017.
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Seung-Jun Shin, Kyeongbo Kong, Woo-Jin Song, "CNN-based LDR-to-HDR conversion system", ICCE, 2018.
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Jou Won Song*, Ye In Park*, Kyeongbo Kong, Jaeho Kwak, Suk-Ju Kang, "Selective TransHDR: Transformer-based selective HDR Imaging using Ghost Region Mask", ECCV, 2022. (Top-tier AI conference)
Real-time Image Enhancement
This study highlights the construction of a DNN for real‐time image processing, training various image processing operators efficiently through multitask learning.
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Kyeongbo Kong, Junggi Lee, Woo-Jin Song, Minsung Kang, Kyung Joon Kwon, Seong Gyun Kim, "Multitask bilateral learning for real‐time image enhancement", Journal of the Society for Information Display, 2019.