교원프로필

조민수 사진
교원에 대한 정보를 나타내는 표입니다.
성명 조민수
소속 컴퓨터공학과
전화번호 054-279-2385
E-mail mscho@postech.ac.kr
Homepage http://cvlab.postech.ac.kr/~mcho

학력

  • 2005.03 ~ 2012.02 서울대학교 (통합-전기컴퓨터공학)
  • 1997.03 ~ 2001.08 서울대학교 (학사-전기공학)

주요경력

  • 2012.06 ~ 2016.07 : INRIA WILLOW TEAM

전문분야

학술지

국제전문학술지

  • Proposal Flow: Semantic Correspondences from Object Proposals, IEEE Transactions on Pattern Analysis and Machine Intelligence, , 40, 1711-1725 (2018)
  • First Person Action Recognition via Two-stream ConvNet with Long-term Fusion Pooling, PATTERN RECOGNITION LETTERS, , 112, 161-167 (2018)
  • Robust Guided Image Filtering Using Nonconvex Potentials, IEEE Transactions on Pattern Analysis and Machine Intelligence, , 40, 192-207 (2017)
  • Text-guided attention model for image captioning, 31st AAAI Conference on Artificial Intelligence, AAAI 2017, , , 4233-4239 (2017)
  • Multi-Graph Matching via Affinity Optimization with Graduated Consistency Regularization, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, , 38, 1228-11242 (2015)
  • Feature Description using Local Neighborhoods, PATTERN RECOGNITION LETTERS, , 68, 76-82 (2015)
  • Multi-Object Reconstruction from Dynamic Scenes: An Object-Centered Approach, COMPUTER VISION AND IMAGE UNDERSTANDING, , 117, 1575-1588 (2013)

국내전문학술지

일반학술지

학술회의논문

  • Mining GOLD Samples for Conditional GANs, Annual Conference on Neural Information Processing Systems (NeurIPS), 0, 0, - (2019)
  • Regularizing Neural Networks via Stochastic Branch Layers, Asian Conference on Machine Learning (ACML), 0, 0, - (2019)
  • Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features, International Conference on Computer Vision (ICCV), 0, 0, - (2019)
  • Unsupervised Image Matching and Object Discovery as Optimization, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 0, 0, - (2019)
  • Deep Metric Learning Beyond Binary Supervision, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 0, 0, - (2019)
  • Relational Knowledge Distillation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 0, 0, - (2019)
  • InstaGAN: Instance-aware Image-to-Image Translation, International Conference on Learning Representations(ICLR), 0, 0, - (2019)
  • 관계적 정보를 이용한 지식 전이, 제31회 영상처리 및 이해에 관한 워크샵(IPIU2019), 0, 0, - (2019)
  • 비지역적 그래프 신경망을 이용한 의미론적 정합, 제31회 영상처리 및 이해에 관한 워크샵(IPIU2019), 0, 0, - (2019)
  • 연속 레이블을 사용한 심층 거리 척도 학습, 제31회 영상처리 및 이해에 관한 워크샵(IPIU2019), 0, 0, - (2019)
  • 정합을 통한 의미론적 이미지 검색, 제31회 영상처리 및 이해에 관한 워크샵(IPIU2019), 0, 0, - (2019)
  • Universal Bounding Box Regression and Its Applications, Asian Conference on Computer Vision 2018, 0, 0, - (2018)
  • Forget & Diversify: Regularized Refinement for Weakly Supervised Object Detection, Asian Conference on Computer Vision 2018, 0, 0, - (2018)
  • Video Understanding via Convolutional Temporal Pooling Network and Multimodal Feature Fusion, CoVieW'18 Proceedings of the 1st Workshop and Challenge on Comprehensive Video Understanding, 0, 0, 35-39 (2018)
  • Attentive Semantic Alignment with Offset-Aware Correlation Kernels, European Conference on Computer Vision, 0, 0, - (2018)
  • SCNet: Learning Semantic Correspondence, PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 0, 0, - (2017)
  • Multi-Object Tracking with Quadruplet Convolutional Neural Networks, PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 0, 0, - (2017)
  • Text-Guided Attention Model for Image Captioning, PROCEEDINGS OF AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 0, 0, - (2017)
  • Thin-Slicing for Pose: Learning to Understand Pose without Explicit Pose Estimation, IEEE Conference on Computer Vision and Pattern Recognition, 0, 0, - (2016)
  • Proposal Flow, PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 0, 0, - (2016)
  • Thin-Slicing for Pose: Learning to Understand Pose without Explicit Pose Estimation, PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 0, 0, - (2016)
  • Unsupervised Object Discovery and Tracking in Video Collections, International Conference on Computer Vision, 0, 0, - (2015)
  • Unsupervised Object Discovery and Tracking in Video Collections, PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 0, 0, - (2015)
  • Unsupervised Object Discovery and Localization in Images and Videos, Ubiquitous Robots and Ambient Intelligence, 0, 0, - (2015)
  • Unsupervised object discovery and localization in images and videos, PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE, 0, 0, - (2015)
  • ContextLocNet: Context-aware Deep Network Models for Weakly Supervised Localization, PROCEEDINGS OF THE EUROPEAN CONFERENCE ON COMPUTER VISION (ECCV), 0, 0, - (2015)
  • Image Regularization using Joint Static and Dynamic Guidance, PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 0, 0, - (2015)
  • Unsupervised Object Discovery and Localization in the Wild: Part-based Matching with Bottom-up Region Proposals, PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 0, 0, - (2015)
  • Unsupervised Object Discovery and Localization in the Wild: Part-based Matching with Bottom-up Region Proposals, PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 0, 0, - (2015)
  • Unsupervised Object Discovery and Localization in the Wild, IEEE Conference on Computer Vision and Pattern Recognition, 0, 0, - (2015)
  • Robust Image Filtering Using Joint Static and Dynamic Guidance, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 0, 0, - (2015)
  • Finding Matches in a Haystack: A Max-Pooling Strategy for Graph Matching in the Presence of Outliers, PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 0, 0, - (2014)
  • Learning Graphs to Match, PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 0, 0, - (2013)
  • Learning Graphs to Match, PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 0, 0, - (2013)
  • Graph Matching via Sequential Monte Carlo, PROCEEDINGS OF THE EUROPEAN CONFERENCE ON COMPUTER VISION (ECCV), 0, 0, - (2012)
  • Mode-Seeking on Graphs via Random Walks, PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 0, 0, - (2012)
  • Progressive Graph Matching: Making a Move of Graphs via Probabilistic Voting, PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 0, 0, - (2012)
  • Hyper-graph Matching via Reweighted Random Walks, PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 0, 0, - (2011)
  • Reweighted Random Walks for Graph Matching, PROCEEDINGS OF THE EUROPEAN CONFERENCE ON COMPUTER VISION (ECCV), 0, 0, - (2010)
  • Co-Recognition of Actions in Video Pairs, PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 0, 0, - (2010)
  • A Graph Matching Algorithm using Data-Driven Markov Chain Monte Carlo Sampling, PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 0, 0, - (2010)
  • Unsupervised Detection and Segmentation of Identical Objects, PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 0, 0, - (2010)
  • Authority-Shift Clustering: Hierarchical Clustering by Authority Seeking on Graphs, PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 0, 0, - (2010)
  • Feature Correspondence and Deformable Object Matching via Agglomerative Correspondence Clustering, PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 0, 0, - (2009)
  • Bilateral Symmetry Detection and Segmentation via Symmetry-Growing, PROCEEDINGS OF THE BRITISH MACHINE VISION CONFERENCE (BMVC), 0, 0, - (2009)
  • Co-Recognition of Image Pairs by Data-Driven Monte Carlo Image Exploration, PROCEEDINGS OF THE EUROPEAN CONFERENCE ON COMPUTER VISION (ECCV), 0, 0, - (2008)
  • Partially Occluded Object-Specific Segmentation in View-Based Recognition, PROCEEDINGS OF THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 0, 0, - (2007)

학회발표

  • Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning, Proceedings of AAAI Conference on Artificial Intelligence, 0, 0, - (2020)
  • 초구의 대원을 활용한 생성적 적대 신경망, 영상처리 및 이해에 관한 워크샵 논문집, 0, 0, - (2020)
  • 전이학습을 통한 약지도 물체검출기 개선, 제32회 영상처리 및 이해에 관한 워크샵 논문집, 0, 0, - (2020)
  • 다층 신경 특징맵을 이용한 의미론적 이미지 정합, 영상처리 및 이해에 관한 워크샵 논문집, 0, 0, - (2020)
  • 영상 추적 모델의 효과적인 온라인 학습 정책을 위한 강화학습, 영상처리 및 이해에 관한 워크샵 논문집, 0, 0, - (2020)
  • 비디오의 동작 인식을 위한 모션 학습 모듈, 영상처리 및 이해에 관한 워크샵 논문집, 0, 0, - (2020)
  • 프록시 앵커 손실 함수를 이용한 심층 거리 학습, 영상처리 및 이해에 관한 워크샵 논문집, 0, 0, - (2020)

단행본

  • Advanced Topics in Computer Vision, Springer, , (2013)
  • Emerging Topics in Computer Vision and its Applications, World Scientific, 508, (2011)

연구실적

  • 조민수_신규부임교수 기자재지원(1차_대학), 포항공과대학교 (2016-2017)
  • 조민수_신규부임교수 연구비지원(1차_학과), 포항공과대학교 (2016-2017)
  • 조민수_신규부임교수 연구비지원(1차_대학), 포항공과대학교 (2016-2017)
  • 조민수_신규부임교수 기자재지원(2차_대학), 포항공과대학교 (2017-2018)
  • 조민수_신규부임교수 연구비지원(2차_대학), 포항공과대학교 (2017-2018)
  • 조민수_신규부임교수 연구비지원(2차_학과), 포항공과대학교 (2017-2018)
  • 대규모 인공 신경망에서의 학습 및 추론 알고리즘 개발, 삼성전자(주) (2017-2020)
  • 비감독적 영상 이해와 학습을 위한 연상 기억 신경망 연구, 재단법인한국연구재단 (2017-2018)
  • 강화학습을 사용한 비감독적 물체탐지 및 사상, 한국마이크로소프트(유) (2017-2018)
  • ON-LINE 딥러닝 결함 분류 모델 개발, (주)포스코 (2018-2019)
  • 조민수_신규부임교수 연구비지원(3차_학과), 포항공과대학교 (2018-2019)
  • 조민수_신규부임교수 연구비지원(3차_대학), 포항공과대학교 (2018-2019)
  • 비감독적 영상 이해와 학습을 위한 연상 기억 신경망 연구, 재단법인한국연구재단 (2018-2019)
  • 학생인건비통합관리과제, 포항공대산학협력단 (2018-2040)
  • [4.15785_기술개발비]ON-LINE 딥러닝 결함 붐류 모델 개발, 포항공대산학협력단 (2018-2019)
  • 4.15689 이월과제, 재단법인한국연구재단 (2018-2019)
  • 연구개발과제[2015년 신설], 포항공과대학교 (2018-2035)
  • DEEP NEURAL NETWORK를 활용한 외부의 침해공격에 따른 정보유출 이상징후 탐지기술 개발, (주)포스코 (2018-2019)
  • 도메인 간 전이 가능한 고성능 약지도 물체 검출 기술 연구, 삼성전자(주) (2018-2019)
  • [4.17008_기술개발비]DEEP NEURAL NETWORK를 활용한 외부의 침해고격에 따른 정보유출 이상징후 탐지기술 개발, 포항공대산학협력단 (2018-2019)
  • 상황인식과 이해를 위한 심층 시각지능 연구, 삼성전자(주) (2018-2019)
  • 비감독적 영상 이해와 학습을 위한 연상 기억 신경망 연구, 재단법인한국연구재단 (2019-2020)
  • 4.16085/16855 이월과제, 재단법인한국연구재단 (2019-2020)
  • 비감독적 영상 이해와 학습을 위한 연상 기억 신경망 연구, 재단법인한국연구재단 (2020-2021)
  • COMPREHENSIVE AND ACCURATE ACTION RECOGNITION VIA MULTI-TASK LEARNING IN VIDEO, 한국마이크로소프트(유) (2020-2021)
  • 4.18408/17450 이월과제, 재단법인한국연구재단 (2020-2021)
  • [UGRP]위급 상황에 대한 수어 접근성 개선, 포항공과대학교 (2020-2021)

IP

  • 조민수,민주홍,이종민, 역동적인 하이퍼픽셀 특징 맵을 사용한 의미론적 이미지 정합 방법, 한국, 10-2020-0090560 (2020)
  • 정성준,김성주,조민수, 기계학습을 이용한 잉크젯 프린팅 구동 파형 조정 장치 및 방법, 한국, 10-2020-0078722 (2020)