Robotics and Computer Vision Lab

Publications

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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
» Fast Multiple Objects Detection and Tracking Fusing Color Camera and 3D LIDAR for Intelligent Vehicles
Soonmin Hwang, Namil Kim, Yukyung Choi, Seokju Lee, In So Kweon
The International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2016 / 08
1
485. Thermal Image Enhancement using Convolution Neural Network
Yukyung Choi, Namil Kim, Soonmin Hwang, In So Kweon
The International Conference of Intelligent Robots and Systems (IROS) 2016 / 10
484. Thermal-Infrared based Drivable Region Detection
Jae Shin Yoon, Kibaek Park, Soonmin Hwang, Namil Kim, Yukyung Choi, Francois Rameau, In So Kweon
IEEE Intelligent Vehicles Symposium (IV) 2016 / 06
483. Multi-view Object Extraction with Fractional Boundaries
Seong-Heum Kim, Yu-Wing Tai, Jaesik Park, In So Kweon
IEEE Transactions on Image Processing 2016 / 08
482. Vision system and depth processing for DRC-HUBO+
Inwook Shim, Seunghak Shin, Yunsu Bok, Kyungdon Joo, Dong-Geol Choi, Joon-Young Lee, Jaesik Park, Jun-Ho Oh, In So Kweon
IEEE International Conference on Robotics and Automation(ICRA) 2016 / 05
481. Efficient and Robust Color Consistency for Community Photo Collections
Jaesik Park, Yu-Wing Tai, Sudipta N. Sinha, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016 / 06
480. Globally Optimal Manhattan Frame Estimation in Real-time
Kyungdon Joo, Tae-Hyun Oh, Junsik Kim, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016 / 06
479. Video-Story Composition via Plot Analysis
Jinsoo Choi, Tae-Hyun Oh, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [Spotlight] 2016 / 06
478. Automatic Content-Aware Color and Tone Stylization
Joon-Young Lee, Kalyan Sunkavalli, Zhe Lin, Xiaohui Shen, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [spotlight] 2016 / 06
477. Simultaneous Estimation of Near IR BRDF and Fine-Scale Surface Geometry
Gyeongmin Choe, Srinivasa G. Narasimhan, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [Spotlight] 2016 / 06
476. High-quality Depth from Uncalibrated Small Motion Clip
Hyowon Ha, Sunghoon Im, Jaesik Park, Hae-Gon Jeon, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [oral] 2016 / 06
475. Stereo Matching with Color and Monochrome Cameras in Low-light Conditions
Hae-Gon Jeon, Joon-Young Lee, Sunghoon Im, Hyowon Ha, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016 / 06
474. Geometric Calibration of Micro-Lens-Based Light Field Cameras using Line Features
Yunsu Bok, Hae-Gon Jeon, In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2017 / 02
473. 스플라인 기반의 이상적인 카메라 이동경로를 이용한 비디오 안정화 기법
Jae Shin Yoon, Donghyeon Cho, Kibaek Park, Jinsun Park, In So Kweon
영상처리 및 이해에 관한 워크샵 (IPIU) 2016 / 02
472. Fast Depth from Defocus with Your Mobile Phone for Synthetic Defocus
Jaeheung Surh, Hae-Gon Jeon, Hyowon Ha, Sunghoon Im, In So Kweon
영상처리 및 이해에 관한 워크샵 (IPIU) 2016 / 02
471. Area-Based Decision Driven Best-Buddies Similarity Method for Robust Template Matching
Oleksandr Bailo, Jinsoo Choi, In So Kweon
영상처리 및 이해에 관한 워크샵 (IPIU) 2016 / 02
470. Learning Deep Convolutional Representations with Image-Level Sentences for Image Caption Generation
Dong-Jin Kim, Donggeun Yoo, Bonggeun Sim, In So Kweon
영상처리 및 이해에 관한 워크샵 (IPIU) 2016 / 02
469. Ambiguous Surface Defect Image Classification of AMOLED Displays in Smartphones
Yunwon Park, In So Kweon
IEEE Transactions on Industrial Informatics, (Accepted) 2016 / 01
468. 자율 주행 자동차의 환경 인식을 위한 센서 융합 연구 KAIST EureCar-Turbo
Kibaek Park, Seunghak Shin, Yongseop Jeong, Soonmin Hwang, In So Kweon
한국멀티미디어학회 추계학술대회 2015 / 11
467. Human Action Recognition by Attention and Object Network
Bonggeun Sim, Youngjin Yoon, Donggeun Yoo, In So Kweon
22th Korea-Japan Joint Workshop on Frontiers of Computer Vision 2016 / 02
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