Study of a new image segmentation algorithm based on PCNN

Tien Tzu Hsueh Pao/Acta Electronica Sinica

Volumn 33, Issue 7, 2005, Pages 1342-1344

  Zhao, Shi Jiang ^a   Zhang, Tian Wen ^a   Zhang, Zhi Hong ^b  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b HARBIN ENGINEERING UNIVERSITY   (China)

Author keywords

Auto segmentation; Calculation of connected region; Pulse coupled neural networks (PCNN)

Indexed keywords

ALGORITHMS; EDGE DETECTION; ENTROPY; ITERATIVE METHODS; NEURAL NETWORKS; STATISTICS;

AUTO SEGMENTATION; CONNECTED REGIONS; EDGE OPERATORS; EDGE STATISTIC ALGORITHMS; IMAGE ENTROPY; ITERATION TIMES; PULSE COUPLED NEURAL NETWORKS;

IMAGE SEGMENTATION;

EID: 25144522709     PISSN: 03722112     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (8)

1. H Ranganath, G Kuntimad, J L Johnson. A neural network for image understanding[A]. In: Fiesler E and Beale R, Eds. Handbook of Neural Computation[C]. Oxford, UK: Oxford Univ. Press, G1.6.1-G1.6.6, 1997.
2. J L Johnson, M L Padgett, W O Friday. Multiscale image factorization[A]. In: Proc IEEE Im Conf Neural networks[C]. San Diego, CA, 1996. 690-693.
3. Zhang Junying, Fan Xiuju, et al. Image segmentation based on the modified pulse-coupled neural network[J]. Acta Electronica Sinica, 2004, 32(7): 1223-1226(in Chinese).
4. R P Broussard, S K Rogers, M E Oxley, et al. Physiologically motivated image fusion for object detection using a pulse coupled neural network[J]. IEEE Trans Neural Networks. 1999, 10(3): 554-563.
5. Johnson J L, Padgett M L. PCNN model and applications[J]. IEEE Trans on Neural Network. 1999, 10(3): 480-498.
6. E M Izhikevich. Class I neural excitability, conventional synapses, weakly connected networks, and mathematical foundations of pulse-coupled models[J]. IEEE Trans on Neural Networks. 1999, 10(3): 499-507.
7. Skourikhine A N. Pulse couple neural network for image smoothing and segmentation[A]. In: International Symposium on Computational Intelligence[C]. Kosice: Slovakia. 2000. 8(30)-9(01).