Robotics and Computer Vision Lab

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저 자 Jinsoo Choi, Tae-Hyun Oh, In So Kweon
학 회 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [Spotlight]
Notes Acknowledgements. This work was supported by the Technology Innovation Program (No. 10048320), funded by the Korea government (MOTIE).
논문일시(Year) 2016
논문일시(Month) 06
We address the problem of composing a story out of multiple short video clips taken by a person during an activity or experience. Inspired by plot analysis of written stories, our method generates a sequence of video clips ordered in such a way that it reflects plot dynamics and content coherency. That is, given a set of multiple video clips, our method composes a video which we call a video-story. We define metrics on scene dynamics and coherency by dense optical flow features and a patch matching algorithm. Using these metrics, we define an objective function for the video-story. To efficiently search for the best video-story, we introduce a novel Branch-and-Bound algorithm which guarantees the global optimum. We collect the dataset consisting of 23 video sets from the web, resulting in a total of 236 individual video clips. With the acquired dataset, we perform extensive user studies involving 30 human subjects by which the effectiveness of our approach is quantitatively and qualitatively verified.

[Spotlight Paper]

List of Articles
486. 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
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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
» 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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