Search Results for author: Wonjune Cho

Found 3 papers, 1 papers with code

BIPS: Bi-modal Indoor Panorama Synthesis via Residual Depth-aided Adversarial Learning

no code implementations12 Dec 2021 Changgyoon Oh, Wonjune Cho, Daehee Park, Yujeong Chae, Lin Wang, Kuk-Jin Yoon

Providing omnidirectional depth along with RGB information is important for numerous applications, eg, VR/AR.

Deceiving Image-to-Image Translation Networks for Autonomous Driving with Adversarial Perturbations

no code implementations6 Jan 2020 Lin Wang, Wonjune Cho, Kuk-Jin Yoon

However, most previous works have focused on image classification tasks, and it has never been studied regarding adversarial perturbations on Image-to-image (Im2Im) translation tasks, showing great success in handling paired and/or unpaired mapping problems in the field of autonomous driving and robotics.

Autonomous Driving Image Classification +3

SpherePHD: Applying CNNs on a Spherical PolyHeDron Representation of 360 degree Images

2 code implementations20 Nov 2018 Yeonkun Lee, Jaeseok Jeong, Jongseob Yun, Wonjune Cho, Kuk-Jin Yoon

This method minimizes thevariance of the spatial resolving power on the sphere sur-face, and includes new convolution and pooling methodsfor the proposed representation.

Semantic Segmentation

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