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  • Fusion of Velodyne and camera data for scene parsing (2012)

    Gangqiang Zhao Xuhong Xiao Junsong Yuan
    video camera sensor fusion image fusion contextual image classification computer vision +6 more
    2012 15th International Conference on Information Fusion 11 citations Published 2012-07-09
  • Extreme Learning Machine based fast object recognition (2012)

    Jiantao Xu Hongming Zhou Guang-Bin Huang
    extreme learning machine feature extraction support vector machine color space contextual image classification +7 more
    2012 15th International Conference on Information Fusion 17 citations Published 2012-07-09
  • A hierarchical approach to the Multi-Vehicle SLAM problem (2012)

    Diluka Moratuwage Ba-Ngu Vo Danwei Wang
    particle filter gaussian process bandwidth trajectory gaussian +6 more
    2012 15th International Conference on Information Fusion 13 citations Published 2012-07-09
  • Word Sense Disambiguation Improves Information Retrieval (2012)

    Zhi Zhong Hwee Tou Ng
    semeval language model natural language processing information retrieval synonym +4 more
    Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 106 citations Published 2012-07-08
  • Combining Coherence Models and Machine Translation Evaluation Metrics for Summarization Evaluation (2012)

    Ziheng Lin Chang Liu Hwee Tou Ng Min-Yen Kan
    automatic summarization machine translation readability natural language processing information retrieval +5 more
    Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 22 citations Published 2012-07-08
  • Bilinear common spatial pattern for single-trial ERP-based rapid serial visual presentation triage (2012)

    K Yu K Shen S Shao W C Ng X Li
    bilinear interpolation feature extraction rapid serial visual presentation subspace topology pattern recognition +7 more
    Journal of Neural Engineering 22 citations Published 2012-07-06
  • Modular Weighted Global Sparse Representation for Robust Face Recognition (2012)

    Jian Lai Xudong Jiang
    three dimensional face recognition sparse approximation facial recognition system modular design pattern recognition +7 more
    IEEE Signal Processing Letters 61 citations Published 2012-07-05
  • An electrooculogram based assistive communication system with improved speed and accuracy using multi-directional eye movements (2012)

    Divya Swami Nathan A. P. Vinod Kavitha P. Thomas
    electrooculography virtual keyboard graphical user interface communications system computer vision +6 more
    2012 35th International Conference on Telecommunications and Signal Processing (TSP) 17 citations Published 2012-07-03
  • Regularized orthogonal linear discriminant analysis (2012)

    Wai-Ki Ching Delin Chu Li-Zhi Liao Xiaoyan Wang
    linear discriminant analysis kernel fisher discriminant analysis optimal discriminant analysis multiple discriminant analysis mathematical theory +6 more
    Pattern Recognition 30 citations Published 2012-07-01
  • On feature selection with principal component analysis for one-class SVM (2012)

    Heng Lian
    dimensionality reduction principal component analysis support vector machine feature selection eigenvalues and eigenvectors +5 more
    Pattern Recognition Letters 19 citations Published 2012-07-01
  • Mutual-reinforcement document summarization using embedded graph based sentence clustering for storytelling (2012)

    Zhengchen Zhang Shuzhi Sam Ge Hongsheng He
    automatic summarization document clustering sentence cluster analysis ranking +7 more
    Information Processing and Management 12 citations Published 2012-07-01
  • Image classification by multimodal subspace learning (2012)

    Jun Yu Feng Lin Hock-Soon Seah Cuihua Li Ziyu Lin
    random subspace method subspace topology semi supervised learning contextual image classification color image +7 more
    Pattern Recognition Letters 20 citations Published 2012-07-01
  • Human action recognition using a fast learning fully complex-valued classifier (2012)

    R. Venkatesh Babu S. Suresh R. Savitha
    margin classifier quadratic classifier margin support vector machine artificial neural network +6 more
    Neurocomputing 18 citations Published 2012-07-01
  • Detection of Outlier Residues for Improving Interface Prediction in Protein Heterocomplexes (2012)

    Peng Chen Limsoon Wong Jinyan Li
    outlier anomaly detection support vector machine data set pattern recognition +6 more
    IEEE/ACM Transactions on Computational Biology and Bioinformatics 16 citations Published 2012-07-01
  • Automated diagnosis of epileptic EEG using entropies (2012)

    U. Rajendra Acharya Filippo Molinari S. Vinitha Sree Subhagata Chattopadhyay Kwan-Hoong Ng Jasjit S. Suri
    sample entropy entropy approximate entropy naive bayes classifier probabilistic neural network +7 more
    Biomedical Signal Processing and Control 500 citations Published 2012-07-01
  • Atlas-based automatic mouse brain image segmentation revisited: model complexity vs. image registration. (2012)

    Jordan Bai Thi Lan Huong Trinh Kai-Hsiang Chuang Kai-Hsiang Chuang Anqi Qiu Anqi Qiu
    brain segmentation scale space segmentation segmentation based object categorization image segmentation segmentation +7 more
    Magnetic Resonance Imaging 65 citations Published 2012-07-01
  • A Closed-Form Solution to Retinex with Nonlocal Texture Constraints (2012)

    Qi Zhao Ping Tan Qiang Dai Li Shen Enhua Wu S. Lin
    image texture conjugate gradient method quadratic function closed form expression minification +7 more
    IEEE Transactions on Pattern Analysis and Machine Intelligence 154 citations Published 2012-07-01
  • Optimizing F-measure: A Tale of Two Approaches (2012)

    Ye Nan Kian M. Chai Wee S. Lee Hai L. Chieu
    statistical model classifier machine learning artificial intelligence computer science +4 more
    Proceedings of the 29th International Conference on Machine Learning 88 citations Published 2012-06-26
  • Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning (2012)

    Peilin Zhao Jialei Wang Pengcheng Wu Rong Jin Steven C. Hoi
    online machine learning gradient descent perceptron bounded function kernel +8 more
    Proceedings of the 29th International Conference on Machine Learning 36 citations Published 2012-06-26
  • Discovering Support and Affiliated Features from Very High Dimensions (2012)

    Yiteng Zhai Mingkui Tan Yew S. Ong Ivor W. Tsang
    feature feature selection discriminative model pattern recognition machine learning +7 more
    Proceedings of the 29th International Conference on Machine Learning 18 citations Published 2012-06-26
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