Robotics and Computer Vision Lab

Publications

Extra Form
저 자 Soonmin Hwang, Namil Kim, Yukyung Choi, Seokju Lee, In So Kweon
학 회 The International Conference on Ubiquitous Robots and Ambient Intelligence (URAI)
Notes This work was supported by the Development of Autonomous Emergency Braking System for Pedestrian Protection project funded by the Ministry of Trade, Industry and Energy of Korea. (MOTIE)(No.10044775)
논문일시(Year) 2016
논문일시(Month) 08
https://sites.google.com/site/ykchoicv/multispectralhttps://sites.google.com/site/smhwangcv/datmo_sensor_fusionFor many robotics and intelligent vehicle applications, detection and tracking multiple objects (DATMO) is one of the most important components. However, most of the DATMO applications have difficulty in applying real-world applications due to high computational complexity. In this paper, we propose an efficient DATMO framework that fully employs the complementary information from the color camera and the 3D LIDAR. For high efficiency, we present a segmentation scheme by using both 2D and 3D information which gives accurate segments very quickly. Finally, we show
that our framework is faster (4Hz) than the state-of-theart methods reported in KITTI benchmark (>1Hz) with competitive accuracy.


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
Board Pagination Prev 1 2 3 4 5 6 7 8 9 10 ... 35 Next
/ 35