Robotics and Computer Vision Lab

Publications

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저 자 Dong-Jin Kim, Donggeun Yoo, Bonggeun Sim, In So Kweon
학 회 영상처리 및 이해에 관한 워크샵 (IPIU)
논문일시(Year) 2016
논문일시(Month) 02
본 논문에서는 이미지에서 캡션을 생성하는 모델의 성능을 향상시키기 위하여 이미지 기술자를 학습하
는 방법을 제안한다. 우리는 기 학습 되어있는 CNN을 문장을 이용해 전이학습하고, Fisher 커널을 이용
해 이미지를 표현한다. 본 방법을 통해 표현된 이미지를 gLSTM을 이용해 문장을 생성하였으며 그 결
과 뚜렷한 성능 향상을 보였다. 본 논문에서는 각 방법론들이 가지는 당위성을 실험을 통해 검증한다.

List of Articles
» 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
466. Extrinsic calibration of a camera and a 2D laser without overlap
Yunsu Bok, Dong-Geol Choi, In So Kweon
Robotics and Autonomous Systems (RAS) 2016 / 04
465. Automated checkerboard detection and indexing using circular boundaries
Yunsu Bok, Hyowon Ha, In So Kweon
Pattern Recognition Letters (PRL) 2016 / 02
464. New Design Criteria for Robust PCA and a Compliant Bayesian-Inspired Algorithm
Tae-Hyun Oh, David Wipf, Yasuyuki Matsushita, In So Kweon
Tech. Report on arXiv 2015 / 12
463. 물체후보 분할과 제안을 위한 딥러닝
Dahun Kim, Tae-Hyun Oh, In So Kweon
추계학술발표대회 2015 / 11
462. Combinatorial Approach for Lane Detection using Image and LIDAR Reflectance
Seunghak Shin, Inwook Shim, In So Kweon
The 12th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2015 / 10
461. Extrinsic Calibration of 2D Lidars using Two Orthogonal Planes
Dong-Geol Choi, Yunsu Bok, Jun-sik Kim, In So Kweon
IEEE Transactions on Robotics (T-RO) 2016 / 02
460. Learning a Deep Convolutional Network for Light-Field Image Super-Resolution
Youngjin Yoon, Hae-Gon Jeon, Donggeun Yoo, Joon-Young Lee, In So Kweon
IEEE International Conference on Computer Vision Workshops (ICCV Workshops -CPCV) 2015 / 12
459. 6-DOF Direct Homography Tracking with Extended Kalman Filter
Hyowon Ha, Francois Rameau, In So Kweon
The 7th Pacific Rim Symposium on Image and Video Technology (PSIVT) [oral] 2015 / 11
458. AttentionNet: Aggregating Weak Directions for Accurate Object Detection
Donggeun Yoo, Sunggyun Park, Joon-Young Lee, Anthony Paek, In So Kweon
IEEE International Conference on Computer Vision (ICCV) 2015 / 12
457. Complementary Sets of Shutter Sequences for Motion Deblurring
Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim, In So Kweon
IEEE International Conference on Computer Vision (ICCV) 2015 / 12
456. High Quality Structure from Small Motion for Rolling Shutter Cameras
Sunghoon Im, Hyowon Ha, Gyeongmin Choe, Hae-Gon Jeon, Kyungdon Joo, In So Kweon
IEEE International Conference on Computer Vision (ICCV) 2015 / 12
455. Accurate Camera Calibration Robust to Defocus using a Smartphone
Hyowon Ha, Yunsu Bok, Kyungdon Joo, Jiyoung Jung, In So Kweon
IEEE International Conference on Computer Vision (ICCV) 2015 / 12
454. Relative Attributes with Deep Convolutional Neural Network
Dong-Jin Kim, Donggeun Yoo, Sunghoon Im, Namil Kim, T. Sirinukulwattana, In So Kweon
The 12th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2015 / 10
453. Line Assisted Vision Applications in Structured Environments
Kyungdon Joo, Tae-Hyun Oh, In So Kweon
The 12th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2015 / 10
452. Fused robot pose estimation using embedded and external camera
Kibaek Park, Hyowon Ha, Francois Rameau, In So Kweon
The 12th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2015 / 10
451. Low-Cost Synchronization for Multispectral Cameras
Soonmin Hwang, Yukyung Choi, Namil Kim, Kibaek Park, Jae Shin Yoon, In So Kweon
The 12th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2015 / 10
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