15 citations · 46 across the 7 of their papers we have counts for
8 papers
IFQA: Interpretable Face Quality Assessment
Byungho Jo, Donghyeon Cho, In Kyu Park +1
Existing face restoration models have relied on general assessment metrics that do not consider the characteristics of facial regions. Recent works have therefore assessed their me…
Human and Scene Motion Deblurring using Pseudo-blur Synthesizer
Jonathan Samuel Lumentut, In Kyu Park
Present-day deep learning-based motion deblurring methods utilize the pair of synthetic blur and sharp data to regress any particular framework. This task is designed for directly…
5D Light Field Synthesis from a Monocular Video
Kyuho Bae, Andre Ivan, Hajime Nagahara +1
Commercially available light field cameras have difficulty in capturing 5D (4D + time) light field videos. They can only capture still light filed images or are excessively expensi…
Face De-occlusion using 3D Morphable Model and Generative Adversarial Network
Xiaowei Yuan, In Kyu Park
In recent decades, 3D morphable model (3DMM) has been commonly used in image-based photorealistic 3D face reconstruction. However, face images are often corrupted by serious occlus…
360 Panorama Synthesis from a Sparse Set of Images with Unknown Field of View
Julius Surya Sumantri, In Kyu Park
360 images represent scenes captured in all possible viewing directions and enable viewers to navigate freely around the scene thereby providing an immersive experience. Conversely…
Fast and Full-Resolution Light Field Deblurring using a Deep Neural Network
Jonathan Samuel Lumentut, Tae Hyun Kim, Ravi Ramamoorthi +1
Restoring a sharp light field image from its blurry input has become essential due to the increasing popularity of parallax-based image processing. State-of-the-art blind light fie…
Synthesizing a 4D Spatio-Angular Consistent Light Field from a Single Image
Andre Ivan, Williem, In Kyu Park
Synthesizing a densely sampled light field from a single image is highly beneficial for many applications. The conventional method reconstructs a depth map and relies on physical-b…
Joint Blind Motion Deblurring and Depth Estimation of Light Field
Dongwoo Lee, Haesol Park, In Kyu Park +1
Removing camera motion blur from a single light field is a challenging task since it is highly ill-posed inverse problem. The problem becomes even worse when blur kernel varies spa…