Zobrazeno 1 - 10
of 18
pro vyhledávání: '"Younkwan Lee"'
Publikováno v:
IEEE Transactions on Intelligent Transportation Systems. 23:14908-14921
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::083c56938d1b2b5def86e0f151dbf68e
https://doi.org/10.1109/tits.2021.3135015
https://doi.org/10.1109/tits.2021.3135015
Publikováno v:
IEEE Transactions on Intelligent Transportation Systems. 23:8949-8958
Perception techniques for autonomous driving should be adaptive to various environments. In the case of traffic line detection, an essential perception module, many condition should be considered, such as number of traffic lines and computing power o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::14caff94be08eb3ec2a4f59a89ef592d
https://doi.org/10.1109/tits.2021.3088488
https://doi.org/10.1109/tits.2021.3088488
Publikováno v:
Pattern Recognition Letters. 151:33-40
Recently, deep learning models have achieved great success in computer vision applications, relying on large-scale class-balanced datasets. However, imbalanced class distributions still limit the wide applicability of these models due to degradation
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bdb62643e0e6108d253ae4a2f7b8681a
https://doi.org/10.1016/j.patrec.2021.07.017
https://doi.org/10.1016/j.patrec.2021.07.017
Publikováno v:
2022 International Conference on Robotics and Automation (ICRA).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2ee216505b8e41809161d7e5b6ef832d
https://doi.org/10.1109/icra46639.2022.9811870
https://doi.org/10.1109/icra46639.2022.9811870
Publikováno v:
Information Sciences. 513:360-371
Deep neural networks perform well but require high-performance hardware for their use in real-world environments. Knowledge distillation is a simple method for improving the performance of a small network by using the knowledge of a large complex net
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9eae31f84a4b67ce375624d6ec2edb61
https://doi.org/10.1016/j.ins.2019.10.074
https://doi.org/10.1016/j.ins.2019.10.074
Publikováno v:
2021 IEEE International Conference on Image Processing (ICIP).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a571d58bd45d1aec42b9e322665b230f
https://doi.org/10.1109/icip42928.2021.9506312
https://doi.org/10.1109/icip42928.2021.9506312
Publikováno v:
2020 IEEE Intelligent Vehicles Symposium (IV).
Traffic scene recognition, which requires various visual classification tasks, is a critical ingredient in autonomous vehicles. However, most existing approaches treat each relevant task independently from one another, never considering the entire sy
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8b4866687fd32150bedf09c99c156683
https://doi.org/10.1109/iv47402.2020.9304708
https://doi.org/10.1109/iv47402.2020.9304708
Publikováno v:
Computer Vision – ECCV 2020 Workshops ISBN: 9783030682378
ECCV Workshops (5)
ECCV Workshops (5)
Scene texts collected from unconstrained environments encompass various types of degradation, including low-resolution, cluttered backgrounds, and irregular shapes. Training a model for text recognition with such types of degradations is notoriously
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e527b744320ea83f9bba3400e798f2c4
https://doi.org/10.1007/978-3-030-68238-5_17
https://doi.org/10.1007/978-3-030-68238-5_17
Publikováno v:
IEEE Robotics and Automation Letters. :1-1
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1538840dd5dbbb594ca31e9130695aaa
https://doi.org/10.1109/lra.2022.3154830
https://doi.org/10.1109/lra.2022.3154830
Publikováno v:
ICSPCS
Air pollution is an important issue that directly affects human health. In particular, the particulate matter (PM), one of the major components of air pollution, is produced by automobiles and factories. As the global interest in PM concentration inc
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2e31336ec4f34308cdc7907149feddcc
https://doi.org/10.1109/icspcs47537.2019.9008645
https://doi.org/10.1109/icspcs47537.2019.9008645