Search Results - "Lee, Siyeong"

Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image by Lee, Siyeong, An, Gwon Hwan, Kang, Suk-Ju

“…Recently, high dynamic range (HDR) imaging has attracted much attention as a technology to reflect human visual characteristics owing to the development of the…”
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Pectin nanogel formation via thiol-norbornene photo-click chemistry for transcutaneous antigen delivery by Lee, Siyeong, Woo, Changhee, Ki, Chang Seok

“…[Display omitted] •Ovalbumin-loaded pectin nanogels were formed via photo-crosslinking and ultrasonication.•Pectin nanogels reached the porcine dermis by…”
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Modular formation of hyaluronic acid/β-glucan hybrid nanogels for topical dermal delivery targeting skin dendritic cells by Kim, Hyunkyu, Lee, Siyeong, Ki, Chang Seok

“…[Display omitted] •Facile fabrication of hyaluronic acid/β-glucan nanogels via photopolymerization.•Topical delivery of hybrid nanogels by penetrating stratum…”
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Object Detection-Based Video Retargeting With Spatial-Temporal Consistency by Lee, Seung Joon, Lee, Siyeong, Cho, Sung In, Kang, Suk-Ju

“…This study proposes a video retargeting method using deep neural network-based object detection. First, the meaningful regions of the input video denoted by…”
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Learning to Generate Multi-Exposure Stacks With Cycle Consistency for High Dynamic Range Imaging by Lee, Siyeong, Jo, So Yeon, An, Gwon Hwan, Kang, Suk-Ju

“…Inverse tone mapping aims at recovering the lost scene radiances from a single exposure image. With the successful use of deep learning in numerous…”
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Deep Arbitrary HDRI: Inverse Tone Mapping With Controllable Exposure Changes by Jo, So Yeon, Lee, Siyeong, Ahn, Namhyun, Kang, Suk-Ju

“…Deep convolutional neural networks (CNNs) have recently made significant advances in the inverse tone mapping technique, which generates a high dynamic range…”
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Perceptual brightness-based inverse tone mapping for high dynamic range imaging by An, Gwon Hwan, Ahn, Yong Deok, Lee, Siyeong, Kang, Suk-Ju

“…•Proposed method improves the gradation expression of specular and diffuse areas.•Proposed method determines output mapping range with local adaptive retina…”
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Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning by Kim, Kyunghun, Yun, Yeohun, Kang, Keon-Woo, Kong, Kyeongbo, Lee, Siyeong, Kang, Suk-Ju

“…Image outpainting is a very intriguing problem as the outside of a given image can be continuously filled by considering as the context of the image. This task…”
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Tri-level optimization-based image rectification for polydioptric cameras by Lee, Siyeong, An, Gwon Hwan, Kim, Joonsoo, Yun, Kugjin, Cheong, Won-Sik, Kang, Suk-Ju

“…Recently, as the number of cameras built into polydioptric cameras has increased, image rectification of these cameras has become complicated. However, because…”
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23‐3: Deep Tone‐mapped HDRNET for High Dynamic Range Image Restoration by An, Gwon Hwan, Lee, Siyeong, Ahn, Yong Deok, Kang, Suk-Ju

“…This paper proposes deep tone‐mapped HDRNET for high dynamic range (HDR) image generation in target display. The proposed network learns the relationship…”
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Combating the Instability of Mutual Information-based Losses via Regularization by Choi, Kwanghee, Lee, Siyeong

“…Notable progress has been made in numerous fields of machine learning based on neural network-driven mutual information (MI) bounds. However, utilizing the…”
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Just Add $100 More: Augmenting NeRF-based Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem by Chang, Mincheol, Lee, Siyeong, Kim, Jinkyu, Kim, Namil

“…Typical LiDAR-based 3D object detection models are trained in a supervised manner with real-world data collection, which is often imbalanced over classes (or…”
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End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images by Kim, Jung Hee, Lee, Siyeong, Kang, Suk-Ju

“…Recently, high dynamic range (HDR) image reconstruction based on the multiple exposure stack from a given single exposure utilizes a deep learning framework to…”
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Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning by Kim, Kyunghun, Yun, Yeohun, Kang, Keon-Woo, Kong, Kyeongbo, Lee, Siyeong, Kang, Suk-Ju

“…Image outpainting is a very intriguing problem as the outside of a given image can be continuously filled by considering as the context of the image. This task…”
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Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image by Lee, Siyeong, An, Gwon Hwan, Kang, Suk-Ju

“…In this paper, we propose a novel deep neural network model that reconstructs a high dynamic range (HDR) image from a single low dynamic range (LDR) image. The…”
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