PEOPLE

Karlekar Jayashree Karlekar Jayashree

Karlekar Jayashree

Majored in Electronics and Telecommunication
Panasonic R&D Center Singapore

セキュリティ、顔検出・顔認識・視線追跡・ドライバーのセンシング・人物再認証といった顔センシング関係の業務に従事。
共同研究の成果が、ICCV、CVPRなどの国際的な学術会議・WSへ採択されている。
先進的な研究を実現するだけでなく、エッジ向けのLow-complex・マルチタスクな深層モデル、極端な分類タスク、システムレベルのソリューションなど、 多面的に業務に携わり、製品へ革新的な貢献をすることができる点が、企業研究所ならではの醍醐味と考えている。
専門領域は、コンピュータビジョン・Deep Learning。

※所属についてはインタビュー当時の所属部署となります

学会発表・論文

  • International Joint Conference on Artificial Intelligence (IJCAI) 2018

    3D-Aided Deep Pose-Invariant Face Recognition

    Jian Zhao, Lin Xiong, Yu Cheng, Yi Cheng, Jianshu Li, Li Zhou, Yan Xu, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng
    Link: https://www.ijcai.org/Proceedings/2018/165

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2018

    Towards Pose Invariant Face Recognition in the Wild

    Jian Zhao, Yu Cheng, Yan, Xu, Lin Xiong, Jianshu Li, Fang Zhao, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng
    Link: https://ieeexplore.ieee.org/document/8578333

  • The 31st Annual Conference on Neural Information Processing Systems (NIPS 2017)

    Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis

    Jian Zhao, Lin Xiong, Jayashree Karlekar, Jianshu Li, Fang Zhao, Zhecan Wang, Sugiri Pranata, Shengmei Shen, Jiashi Feng
    Link: https://papers.nips.cc/paper/6612-dual-agent-gans-for-photorealistic-and-identity-preserving-profile-face-synthesis

  • IEEE International Conference on Computer Vision (ICCV) 2017

    Neural Person Search Machines

    Hao Liu, Jiashi Feng, Zequn Jie, Jayashree Karlekar, Bo Zhao, Meibin Qi, Jianguo Jiang, Shuicheng Yan
    Link: http://openaccess.thecvf.com/content_ICCV_2017/papers/Liu_Neural_Person_Search_ICCV_2017_paper.pdf

  • Workshop on MS-Celeb-1M Challenge with ICCV 2017

    Know You at One Glance: A Compact Vector Representation for Low-Shot Learning

    Yu Cheng, Jian Zhao, Zhecan Wang, Yan Xu, Jayashree Karlekar
    Link: https://ieeexplore.ieee.org/document/8265437

  • Workshop on MS-Celeb-1M Challenge with ICCV 2017

    High Performance Large Scale Face Recognition with Multi-Cognition Softmax and Feature Retrieval

    Yan Xu、Yu Cheng, Jian Zhao, Zhecan Wang, Lin Xiong, Jayashree Karlekar, Hajime Tamura, Tomoyuki Kagaya, Shengmei Shen, Sugiri Pranata, Jiashi Feng, Junliang Xing
    Link: https://ieeexplore.ieee.org/document/8265434

  • IEEE Transactions on Circuits and Systems for Video Technology, Volume: 28 , Issue: 10

    Video-Based Person Re-Identification With Accumulative Motion Context

    Hao Liu, Zequn Jie, Jayashree Karlekar, Meibin Qi, Jianguo Jiang, Shuicheng Yan, Jiashi Feng
    Link: https://ieeexplore.ieee.org/document/7948787

  • arXiv

    A Good Practice Towards Top Performance of Face Recognition: Transferred Deep Feature Fusion

    Lin Xiong, Jayashree Karlekar, Jian Zhao, Jiashi Feng, Sugiri Pranata, Shengmei Shen
    Link: https://arxiv.org/abs/1704.00438

  • IEEE International Conference on Computer Vision (ICCV) 2015

    Conditional Convolutional Neural Network for Modality-Aware Face Recognition

    Chao Xiong, Xiaowei Zhao, Danhang Tang, Jayashree Karlekar, Shuicheng Yan, Tae-Kyun Kim
    Link: https://ieeexplore.ieee.org/document/7410775