Robotics and Computer Vision Lab

Publications

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저 자 Hyoseok Hwang, Hyun Sung Chang, Dongkyung Nam, In So Kweon
학 회 IEEE Transactions on Image Processing (TIP), accepted
논문일시(Year) 2017
논문일시(Month) 02
Nearly all 3D displays need calibration for correct rendering. More often than not, the optical elements in a 3D display are misaligned from the designed parameter setting. As a result, 3D magic does not perform well as intended. The observed images tend to get distorted.
In this paper, we propose a novel display calibration method to fix the situation. In our method, a pattern image is displayed on the panel and a camera takes its pictures twice at different positions. Then, based on a quantitative model, we extract all display parameters (i.e., pitch, slanted angle, gap or thickness, offset) from the observed patterns in the captured images. For high accuracy and robustness, our method analyzes the patterns mostly in frequency domain. We conduct two types of experiments for validation; one with optical simulation for quantitative results and the other with real-life displays for qualitative assessment. Experimental results demonstrate that our method is quite accurate, about a half order of magnitude higher than prior work; is efficient, spending less than 2 s for computation; and is robust to noise, working well in the SNR regime as low as 6 dB.

List of Articles
645. Per-Clip Video Object Segmentation
Kwanyong Park, Sanghyun Woo, Seoung Wug Oh, In So Kweon, Joon-Young Lee
Computer Vision and Pattern Recognition, CVPR 2022 / 03
644. MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation
Inkyu Shin, Yi-Hsuan Tsai, Samuel Schulter, Bingbing Zhuang, Buyu Liu, Sparsh Garg, In So Kweon, Kuk-Jin Yoon
Computer Vision and Pattern Recognition, CVPR 2022 / 03
643. Restoration of Video Frames from a Single Blurred Image with Motion Understanding
Dawit Mureja Argaw, Junsik Kim, Francois Rameau, Chaoning Zhang, In So Kweon
Computer Vision and Pattern Recognition Workshop, CVPRW 2022 / 03
642. Long-term Video Frame Interpolation via Feature Propagation
Dawit Mureja Argaw, In So Kweon
Computer Vision and Pattern Recognition, CVPR 2022 / 03
641. UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation
Taeyeop Lee, Byeong-Uk Lee, Inkyu Shin, Jaesung Choe, Ukcheol Shin, In So Kweon, Kuk-Jin Yoon
Computer Vision and Pattern Recognition, CVPR 2022 / 03
640. Adaptive Cost Volume Fusion Network for Multi-Modal Depth Estimation in Changing Environments
Jinsun Park, Yongseop Jeong, Kyungdon Joo, Donghyeon Cho, and In So Kweon
IEEE Robotics and Automation Letters 2022 / 2
639. MC-Calib: A generic and robust calibration toolbox for multi-camera systems
Francois Rameau, Jinsun Park, Oleksandr Bailo, In So Kweon
Computer Vision and Image Understanding 2022 / 1
638. Real-Time Multi-Car Localization and See-Through System
Francois Rameau, Oleksandr Bailo, Jinsun Park, Kyungdon Joo, In So Kweon
International Journal of Computer Vision 2022 / 1
637. MCDAL: Maximum Classifier Discrepancy for Active Learning
Jae Won Cho*, Dong-Jin Kim*, Yunjae Jung, In So Kweon (*Equal Contribution)
IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 2022 / 02
636. Learning Sound Localization Better from Semantically Similar Samples
Arda Senocak*, Hyeonggon Ryu*, Junsik Kim*, In So Kweon
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022 / 5
635. PointRecon: Deep Point Cloud Reconstruction
Jaesung Choe*, Byeonin Joung*, Francois Rameau, Jaesik Park, and In So Kweon
International Conference on Learning Representations (ICLR) 2022/04 /
634. Single-Modal Entropy based Active Learning for Visual Question Answering
Dong-Jin Kim*, Jae Won Cho*, Jinsoo Choi, Yunjae Jung, In So Kweon (*Equal Contribution)
British Machine Vision Conference (BMVC) 2021 / 11
633. Lane Detection Aided Online Dead Reckoning for GNSS Denied Environments
Jinhwan Jeon, Yoonjin Hwang, Yongseop Jeong, Sangdon Park, In So Kweon and Seibum B. Choi
Sensors 2021 / 10
632. Less Can Be More: Sound Source Localization With a Classification Model
Arda Senocak*, Hyeonggon Ryu*, Junsik Kim*, In So Kweon
IEEE Winter Conference on Applications of Computer Vision (WACV) 2022 / 1
631. Batch Normalization Increases Adversarial Vulnerability and Decreases Adversarial Transferability: A Non-Robust Feature Perspective
Philipp Benz*, Chaoning Zhang*, In So Kweon
IEEE International Conference on Computer Vision (ICCV) 2021 / 10
630. Data-Free Universal Adversarial Perturbation and Black-Box Attack
Chaoning Zhang*, Philipp Benz*, Adil Karjauv*, In So Kweon
IEEE International Conference on Computer Vision (ICCV) 2021 / 10
629. Online Misalignment Estimation of Strapdown Navigation for Land Vehicle Under Dynamic Condition
Yoonjin Hwang, Yongseop Jeong, In So Kweon, Seibum Choi
International Journal of Automotive Technology 2021 / 12
628. Dense Relational Image Captioning via Multi-task Triple-Stream Networks
Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, and In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021 / 09
627. ACP++: Action Co-occurrence Priors for Human-Object Interaction Detection
Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, and In So Kweon
IEEE Transactions on Image Processing (TIP) 2021 / 08
626. Category-Level Metric Scale Object Shape and Pose Estimation
Taeyeop Lee, Byeong-Uk Lee, Myungchul Kim, In So Kweon
IEEE Robotics and Automation Letters (RA-L) 2021 / 08
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