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  • Shrinkage estimator based regularization for EEG motor imagery classification (2015)

    H. Vikram Shenoy A. P. Vinod Cuntai Guan
    shrinkage estimator motor imagery cross validation discriminative model robustness +7 more
    2015 10th International Conference on Information, Communications and Signal Processing (ICICS) 18 citations Published 2015-12-01
  • Sensor-based human activity recognition system with a multilayered model using time series shapelets (2015)

    Li Liu Yuxin Peng Ming Liu Zigang Huang
    activity recognition interpretability temporal database software portability machine learning +6 more
    Knowledge Based Systems 73 citations Published 2015-12-01
  • Removing Rain from a Single Image via Discriminative Sparse Coding (2015)

    Yu Luo Yong Xu Hui Ji
    feature detection generative model discriminative model machine vision neural coding +7 more
    2015 IEEE International Conference on Computer Vision (ICCV) 314 citations Published 2015-12-01
  • Multi-view Domain Generalization for Visual Recognition (2015)

    Li Niu Wen Li Dong Xu
    support vector machine pattern recognition machine learning matrix exploit +7 more
    2015 IEEE International Conference on Computer Vision (ICCV) 27 citations Published 2015-12-01
  • Improving the interpretability of deep neural networks with stimulated learning (2015)

    Shawn Tan Khe Chai Sim Mark Gales
    deep belief network deep learning time delay neural network interpretability black box +6 more
    2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) 27 citations Published 2015-12-01
  • Google map aided visual navigation for UAVs in GPS-denied environment (2015)

    Mo Shan Fei Wang Feng Lin Zhi Gao Ya Z. Tang Ben M. Chen
    global positioning system optical flow motion field particle filter homography +6 more
    2015 IEEE International Conference on Robotics and Biomimetics (ROBIO) 13 citations Published 2015-12-01
  • Fuzzy Cellular Automata Model for Signalized Intersections (2015)

    Chen Chai Yiik Diew Wong
    fuzzy logic cellular automaton traffic simulation artificial intelligence filter +5 more
    Computer-aided Civil and Infrastructure Engineering 20 citations Published 2015-12-01
  • Example-guided anthropometric human body modeling (2015)

    Yuzhe Zhang Jianmin Zheng Nadia Magnenat-Thalmann
    constrained optimization radial basis function computer graphics data mining machine learning +7 more
    The Visual Computer 13 citations Published 2015-12-01
  • Evolutionary multitasking in bi-level optimization (2015)

    Abhishek Gupta Jacek Mańdziuk Jacek Mańdziuk Yew-Soon Ong
    evolutionary algorithm human multitasking optimization problem computational intelligence mathematical optimization +3 more
    Complex & Intelligent Systems 52 citations Published 2015-12-01
  • EEG-based mental workload recognition related to multitasking (2015)

    Wei Lun Lim Olga Sourina Yisi Liu Lipo Wang
    workload human multitasking support vector machine feature extraction machine learning +7 more
    2015 10th International Conference on Information, Communications and Signal Processing (ICICS) 18 citations Published 2015-12-01
  • Design of an infrastructureless in-door localization device using an IMU sensor (2015)

    Tri-Nhut Do Ran Liu Chau Yuen U-Xuan Tan
    inertial measurement unit step detection euler angles kalman filter pitch angle +7 more
    2015 IEEE International Conference on Robotics and Biomimetics (ROBIO) 11 citations Published 2015-12-01
  • Deep Human Parsing with Active Template Regression (2015)

    Xiaodan Liang Si Liu Xiaohui Shen Jianchao Yang Luoqi Liu Jian Dong Liang Lin Shuicheng Yan
    parsing convolutional neural network feature extraction smoothing artificial neural network +6 more
    IEEE Transactions on Pattern Analysis and Machine Intelligence 184 citations Published 2015-12-01
  • Conditional Convolutional Neural Network for Modality-Aware Face Recognition (2015)

    Chao Xiong Xiaowei Zhao Danhang Tang Karlekar Jayashree Shuicheng Yan Tae-Kyun Kim
    convolutional neural network facial recognition system decision tree convolution pattern recognition +7 more
    2015 IEEE International Conference on Computer Vision (ICCV) 54 citations Published 2015-12-01
  • A time—frequency masking based random finite set particle filtering method for multiple acoustic source detection and tracking (2015)

    Xionghu Zhong James R. Hopgood
    particle filter histogram masking hidden markov model speech processing +7 more
    IEEE Transactions on Audio, Speech, and Language Processing 16 citations Published 2015-12-01
  • A bi-ventricular cardiac atlas built from 1000+ high resolution MR images of healthy subjects and an analysis of shape and motion (2015)

    Wenjia Bai Wenzhe Shi Antonio M. Simoes Monteiro de Marvao Timothy J. W. Dawes Declan P. O'Regan Stuart A. Cook Stuart A. Cook Daniel Rueckert
    population statistical parametric mapping atlas statistical model general linear model +6 more
    Medical Image Analysis 96 citations Published 2015-12-01
  • A local binary pattern based texture descriptors for classification of tea leaves (2015)

    Zhe Tang Yuancheng Su Meng Joo Er Fang Qi Li Zhang Jianyong Zhou
    local binary patterns texture descriptor computer vision mathematics artificial intelligence +4 more
    Neurocomputing 79 citations Published 2015-11-30
  • A method and system for sentiment classification and emotion classification (2015)

    Zhaoxia Wang Siow Mong Rick Goh Yinping Yang
    noisy text analytics sentence delimiter parsing emotion classification +6 more
    22 citations Published 2015-11-24
  • Auxiliary Image Regularization for Deep CNNs with Noisy Labels (2015)

    Samaneh Azadi Jiashi Feng Jiashi Feng Stefanie Jegelka Trevor Darrell
    real image contextual image classification convolutional neural network data set pattern recognition +7 more
    arXiv preprint arXiv:1511.07069 19 citations Published 2015-11-22
  • Digital Digits: A Comprehensive Survey of Finger Augmentation Devices (2015)

    Roy Shilkrot Jochen Huber Jürgen Steimle Suranga Nanayakkara Pattie Maes
    wearable computer modalities human computer interaction computer science artificial intelligence +2 more
    ACM Computing Surveys 50 citations Published 2015-11-21
  • Method and device for traffic sign recognition (2015)

    Tao Chen Shijian Lu
    traffic sign recognition feature traffic sign support vector machine boosting +5 more
    13 citations Published 2015-11-18
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