Change detection with weightless neural networks

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

Volumn , Issue , 2014, Pages 409-413

  De Gregorio, Massimo ^a   Giordano, Maurizio ^b  

^a CNR   (Italy)

^b ICAR CNR   (Italy)

Author keywords

Change Detection; Weightless Neural Networks

Indexed keywords

COMPUTER VISION; PIXELS;

BENCHMARK DATASETS; CHANGE DETECTION; DYNAMIC ADAPTABILITY; FIELD OF VIEWS; SUDDEN CHANGE; SYSTEM BEHAVIORS; VIDEO SCENE; WEIGHTLESS NEURAL NETWORKS;

NEURAL NETWORKS;

EID: 84908518326     PISSN: 21607508     EISSN: 21607516     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2014.66     Document Type: Conference Paper

References (10)

1. I. Aleksander, M. De Gregorio, F. M. G. França, P. M. V. Lima, and H. Morton. A brief introduction to weightless neural systems. In ESANN 2009, pages 299-305, 2009.
2. I. Aleksander and H. Morton. An introduction to neural computing. Chapman & Hall, London, 1990.
3. I. Aleksander, W. V. Thomas, and P. A. Bowden. WiSARD a radical step forward in image recognition. Sensor Review, 4:120-124, 1984.
4. M. De Gregorio and M. Giordano. A WiSARD-based approach to CDnet. In Proc. of 1st BRICS Countries Congress (BRICS-CCI), 2013.
5. M. De Gregorio, M. Giordano, S. Rossi, and M. Staffa. Can you follow that guy?. In ESANN 2014, pages 511-516, 2014.
6. M. De Gregorio, M. Giordano, S. Rossi, and M. Staffa. Tracking deformable objects with WiSARD networks. In Workshop on Deformable Object Manipulation-INNOROBO2014, 2014.
7. S. Ghosh, M. Roy, and A. Ghosh. Semi-supervised change detection using modified self-organizing feature map neural network. Applied Soft Computing, 15(0):1-20, 2014.
8. L. Maddalena and A. Petrosino. The SOBS algorithm: What are the limits?. In CVPR Workshops, pages 21-26, 2012.
9. OpenCV. Open source computer vision. http://www. opencv. org.
10. OpenMP. The openmp api specification for parallel programming. http://www. openmp. org.