Publications

Publications

2016

  • MindX: Denoising Mixed Impulse Poisson-Gaussian Noise Using Proximal Algorithms.
    • Mohamed Aly and Wolfgang Heidrich.
    arXiv preprint arXiv:1608.07802, 2016.
    [Paper: pdf] [Reference: bibtex]
  • TRex: A Tomography Reconstruction Proximal Framework for Robust Sparse View X-Ray Applications.
    Mohamed Aly, Guangming Zang, Wolfgang Heidrich, and Peter Wonka.
    arXiv preprint arXiv:1606.03601, 2016.
    [Paper: pdf] [Reference: bibtex]
  • CUFE at SemEval-2016 Task 4: A gated recurrent model for sentiment classification.
    Mahmoud Nabil, Mohamed Aly, and Amir Atiya.
    Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016), 2016. 
    [Paper: pdf] [Reference: bibtex]

2015

  • ASTD: Arabic Sentiment Tweets Dataset.
    Mahmoud Nabil, Mohamed Aly, and Amir Atiya.
    Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Lisbon, Portugal, 2015. 
    [Paper: pdf] [Reference: bibtex]
  • Improved Approaches for Extracting Arabic Keyphrases.
    Mahmoud Nabil, Mohamed Aly, and Amir Atiya.
    Arabic Computational Linguistics Conference (ACLC), Cairo, Egypt, 2015. 
    [Paper: pdf] [Reference: bibtex]

2014

  • Arabic Spelling Correction Using Supervised Learning.
    Youssef Hassan, Mohamed Aly, and Amir Atiya.
    Arabic Natural Language Processing (ANLP) Workshop, EMNLP, Doha, Qatar, 2014. 
    [Paper: pdf] [Reference: bibtex]
  • LABR: Large Scale Arabic Sentiment Analysis Benchmark. 
    Mahmoud Nabil, Mohamed Aly, and Amir Atiya.
    arXiv e-print (arXiv:1411.6718), 2014. 
    [arXiv pdf]

2013

  • LABR: Large Scale Arabic Book Reviews Dataset.
    Mohamed Aly and Amir Atiya.
    Meetings of the Association for Computational Linguistics (ACL), Sofia, Bulgaria, August 2013.
    [Paper: pdf] [Reference: bibtex] [Poster: pdf]

2012

  • CompactKdt: Compact Signatures for Accurate Large Scale Object Recognition.
    Mohamed Aly, Mario Munich, and Pietro Perona.
    IEEE Workshop on Applications of Computer Vision (WACV), Colorado, January 2012.
    [Paper: pdf] [Reference: bibtex] [Poster: pdf] 
  • Street View Goes Indoors: Automatic Pose Estimation From Uncalibrated Unordered Spherical Panoramas.
    Mohamed Aly and Jean-Yves Bouguet.
    IEEE Workshop on Applications of Computer Vision (WACV), Colorado, January 2012.
    [Paper: pdf] [Reference: bibtex] [Poster: pdf] [Slides: pdf]

2011

  • Searching Large-Scale Image Collections.
    Mohamed Aly    .
    PhD thesis, Electrical Engineering, California Institute of Technology, Pasadena, CA, USA, June 2011.
    [Thesis: pdf] [Reference: bibtex]
  • Distributed Kd-Trees for Retrieval from Very Large Image Collections.
    Mohamed Aly, Mario Munich, and Pietro Perona.
    British Machine Vision Conference (BMVC), Dundee, UK, August 2011.
    [Paper: pdf] [Reference: bibtex] [Poster: pdf]
  • Multiple Dictionaries for Bag of Words Large Scale Image Search.
    Mohamed Aly, Mario Munich, and Pietro Perona.
    IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, September 2011.
    [Paper: pdf] [Reference: bibtex] [Tech Report: pdf]
  • Indexing in Large Scale Image Collections: Scaling Properties and Benchmark.
    Mohamed Aly, Mario Munich, and Pietro Perona.
    IEEE Workshop on Applications of Computer Vision (WACV), Hawaii, January 2011.
    [Paper: pdf] [Reference: bibtex] [Slides: pdf] [Poster: pdf] [Tech Report: pdf]
  • Bag of Words for Large Scale Object Recognition: Properties and Benchmark.
    Mohamed Aly, Mario Munich, and Pietro Perona.
    International Conference on Computer Vision Theory and Applications (VISAPP), Portugal, March 2011.
    [Paper: pdf] [Reference: bibtex]
  • Using More Visual Words in Bag of Words Large Scale Image Search.
    Mohamed Aly, Mario Munich, and Pietro Perona.
    Technical Report, Caltech, USA, April 2011.
    [Paper: pdf] [Reference: bibtex]

2010

  • Online Learning for Parameter Selection in Large Scale Image Search.
    Mohamed Aly.
    4th IEEE Online Learning for Computer Vision Workshop (OLCV), IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, June 2010.
    [Paper: pdf] [Reference: bibtex] [Slides: pdf]
  • Indexing in Large Scale Image Collections: Scaling Properties, Parameter Tuning, and Benchmark.
    Mohamed Aly, Mario Munich, and Pietro Perona.
    Technical Report, Caltech, USA, October 2010.
    [Paper: pdf] [Reference: bibtex]

2009

  • Scaling Object Recognition: Benchmark of Current State of the Art Techniques.
    Mohamed Aly, Peter Welinder, Mario Munich, and Pietro Perona.
    First IEEE Workshop on Emergent Issues in Large Amounts of Visual Data (WS-LAVD), IEEE International Conference on Computer Vision (ICCV), Kyoto, Japan, September 2009.
    [Paper: pdf] [Reference: bibtex] [Slides: pdf]
  • Towards Automated Large Scale Discovery of Image Families.
    Mohamed Aly, Peter Welinder, Mario Munich, and Pietro Perona.
    Second IEEE Workshop on Internet Vision, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, Florida, June 2009.
    [Paper: pdf] [Reference: bibtex] [Slides: svg or pdf]
  • Automatic Discovery of Image Families: Global Vs. Local Features.
    Mohamed Aly, Peter Welinder, Mario Munich, and Pietro Perona.
    IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, November 2009.
    [Paper: pdf] [Reference: bibtex]

2008

  • Real time Detection of Lane Markers in Urban Streets.
    Mohamed Aly.
    2008 IEEE Intelligent Vehicles Symposium, Eindhoven, The Netherlands, June 2008.
    [Paper: pdf] [Reference: bibtex] [Software ]

2007

  • Sensing, Navigation and Reasoning Technologies for the DARPA Urban Challenge.
    Mohamed Aly, Joel W. Burdick, Vanessa Carson, Stefano Di Cairano, Laura Lindzey, Jeremy Ma, Richard M. Murray, Richard Petras, Sam Pfister, Dominic Rizzo, Tichakorn Wongpiromsarn.
    Technical Report, Caltech, USA, 2007.
    [Paper: pdf] [Reference: bibtex]

2006

  • Novel Methods for the Feature Subset Ensembles Approach.
    Mohamed A. Aly and Amir F. Atiya.
    ICGST International Journal on Artificial Intelligence and Machine Learning, AIML, 2006.
    [Paper: pdf] [Reference: bibtex]
  • Face Recognition using SIFT Features.
    Mohamed Aly.
    Technical Report, Caltech, USA, 2006.
    [Paper: pdf] [Reference: bibtex]

2005

  • Sparse Basis Selection: New Results and Application to Adaptive Prediction of Video Source Traffic.
    Amir F. Atiya, Mohamed A. Aly, and Alexander G. Parlos.
    IEEE Transactions on Neural Networks, September 2005.
    [Paper: pdf] [Reference: bibtex]
  • Enhanced Ensemble Learning Technique With A Case Study Of Video Network Traffic Forecasting.
    Mohamed A. Aly.
    Master thesis, Computer Engineering Department, Cairo University, Giza, Egypt, June 2005.
    [Thesis: pdf] [Reference: bibtex]
  • Survey on Multi-Class Classification Methods.
    Mohamed Aly.
    Technical Report, Caltech, USA, 2005.
    [Paper: pdf] [Reference: bibtex]

Patents

  • Automatic Pose Estimation from Uncalibrated Unordered Spherical Panoramas.
    Mohamed Aly     and Jean-Yves Bouguet.  
    US Patent No. 8,787,700. Issued on July 22, 2014.
  • Near-Duplicate Images.
    Sergey Ioffe, Mohamed Aly, and Charles Rosenberg.  
    US Patent No. 9,063,954. Issued on June 23, 2015.
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