Publications …
Conference Papers

2006

A.R. Malisia, H.R. Tizhoosh
Image Thresholding Using Ant Coloy Optimization
Third Canadian Conference on Computer and Robot Vision, June 7th-9th 2006, Québec city, Canada
S.Rahnamayan, H.R.Tizhoosh, M.M. Salama
Opposition-Based Differential Evolution Algorithms
2006 IEEE Congress on Evolutionary Computation, to be held as part of IEEE World Congress on Computational Intelligence, Vancouver, July 16-21
S.Rahnamayan, H.R.Tizhoosh, M.M. Salama
Opposition-Based Differential Evolution for Optimization of Noisy Problems
2006 IEEE Congress on Evolutionary Computation, to be held as part of IEEE World Congress on Computational Intelligence, Vancouver, July 16-21

2005

H.R.Tizhoosh
Opposition-Based Learning: A New Scheme for Machine Intelligence
Proceedings of International Conference on Computational Intelligence for Modelling Control and Automation - CIMCA’2005, Vienna - Austria, vol. I, pp. 695-701
H.R.Tizhoosh
Reinforcement Learning Based on Actions and Opposite Actions
ICGST International Conference on Artificial Intelligence and Machine Learning (AIML-05), Cairo, Egypt
S. Rahnamayan, H.R. Tizhoosh, M.M.A. Salama
Recognition of Subjective Objects Based on One Gold Sample
5th WSEAS International Conference on Signal, Speech and Image Processing (WSEAS SSIP’05), pp. 309-314
S. Rahnamayan, H.R. Tizhoosh, M.M.A. Salama
Robust Object Segmentation Using Genetic Optimization of Morphological Processing Chains
5th WSEAS International Conference on Signal, Speech and Image Processing (WSEAS SSIP’05), pp. 248-253
S. Rahnamayan, H.R. Tizhoosh, M.M.A. Salama
Optimization of Object Extraction Based on One User-Prepared Sample
5th Annual MOPTA, Conference Modeling and Optimization: Theory and Applications July 25-27, 2005 -University of Windsor, Windsor ON Canada
Mohammadi, E.M., Tizhoosh, H.R.
Pattern Analysis Using Zernike Moments IEEE Instrumentation and Measurement Technology Conference, Ottawa, Canada, pp. 1574-1578, 17-19 MAY 2005
Ensafi, P., Tizhoosh, H.R.
Type-2 Fuzzy image enhancement
International Conference on Image Analysis and Recognition- ICIAR2005, Springer Lecture Notes in Computer Science series (Springer LCNS), Toronto, Canada, Sep. 28-30 (2005)
Rahnamayan, S., Tizhoosh, H.R., Salama, M.M.A.
Learning Image Filtering from a Gold Sample Based on Genetic Optimization of Morphological Processing
Proc. of 7th Int. Conf. on Adaptive and Natural Computing Algorithms, Springer-Verlag (Vienna), Coimbra, Portugal (2005), pp. 478-481
Rahnamayan, S., Tizhoosh, H.R., Salama, M.M.A.
Automated Snake Initialization for the Segmentation of the Prostate in Ultrasound Images
International Conference on Image Analysis and Recognition- ICIAR2005, Springer Lecture Notes in Computer Science series (Springer LCNS), Toronto, Canada, Sep. 28-30 (2005), pp. 930-937
Sahba, F., Tizhoosh, H.R., Salama, M.M.A.
Using Reinforcement Learning for Filter Fusion in Image Enhancement
The Fourth IASTED International Conference on Computational Intelligence, July 4-6, 2005, Calgary, Alberta, Canada.
Sahba, F., Tizhoosh, H.R., Salama, M.M.A.
Segmentation of Prostate Boundaries Using Regional Contrast Enhancement
The IEEE International Conference on Image Processing (ICIP), September 11-14, 2005, Genova, Italy.

2004

Shokri, M., Tizhoosh, H.R.
Q(lambda)-Based Image Thresholding
Canadian Conference on Computer and Robot Vision, 2004, pp. 504-508
Sahba, F., Tizhoosh, H.R., Salama, M.M.A.
A new technique for adaptive fuzzy image enhancement for edge detection
The International Workshop om Multidisciplinary Image, Video and Audio Retrieval andMining, Sherbrooke, Canada, October 25-26, 2004

2003

Awad, J., Abdel-Galil, T.K., Salama, M.M.A., Fenster, A., Rizkalla, K., Downey, D.B., and Tizhoosh, H.R.
Prostate’s Boundary Detection in Transrectal Ultrasound Images Using Scanning Technique
IEEE Canadian Conference on Electrical and Computer Engineering (CCECE 2003), vol. 2, May 2003, pp. 11991202.
Shokri, M., Tizhoosh, H.R.
Using Reinforcement Learning for Image Thresholding
The Canadian Conference on Electrical and Computer Engineering (CCECE), May 4-7, 2003, Montreal, vol.1, pp. 1231-1234
Sahba, F., Tizhoosh, H.R.
Filter Fusion for Image Enhancement Using Reinforcement Learning
The Canadian Conference on Electrical and Computer Engineering (CCECE), May 4-7, vol. 2, 2003, Montreal, pp. 847-850
Song, J., Tizhoosh, H.R.
Fuzzy Anisotropic Diffusion: A Rule Based Approach
Proceedings of the 7thWorld Multiconference on Systemics, Cyebernetics and Informatics, July 27-30, 2003, Orlando, USA, pp. 241-246
Seong H.K., Tizhoosh, H.R., Kamel, M.
Choquet Integral-based Aggregation of Image Template Matching Algorithms
NAFIPS 2003, July 24-26, 2003, Chicago, pp. 143-148.

2002

Tizhoosh, H.R.
Fast Fuzzy Edge Detection
NAFIPS 2002, North American Fuzzy Information Processing Society, New Orleans, pp. 239-242
Tizhoosh, H.R.
Observer-Dependent Sharpening
ICIP 2002, IEEE International Conference on Image Processing, Rochester, USA

2001

Tizhoosh, H.R.
Observer-Dependent Image Enhancement. Proceeding of FUZZ-IEEE 2001, Melbourne, Australia, pp. 23-26

1999

Tizhoosh, H.R., Michaelis, B.
Image Enhancement Based on Fuzzy Aggregation techniques. Oroceedings of 16th IEEE IMTC'99, Venice, Italy, vol. 3, pp. 1813-1817
Tizhoosh, H.R.
An Universal Filter Based on Soft Computing Techniques
Proc. Of 4th Int. Workshop Neural Networks in Applications (NN'99), Magdeburg, Germany, 1999, pp. 219-224
Tizhoosh, H.R., Michaelis, B.
Subjectivity, Psychology and Fuzzy Techniques: A New Approach to Image Enhancement. NAFIPS'99, New York, USA

1998

Tizhoosh, H.R., Krell, G., Michaelis, B.
Lambda-Enhancement: Contrast adaptation based on Optimization of Image Fuzziness. FUZZ-IEEE'98, pp. 1548-1553, Alaska, USA
Tizhoosh, H.R., Michaelis, B.
Improvement of Image Quality Based on Subjective Evaluation and Fuzzy Aggregation techniques. EUFIT'98, Aachen, Germany, 1998, vol. 2, pp. 1325-1329
Tizhoosh, H.R.
Fuzzy Image Processing: Potentials and State of the Art
IIZUKA'98, 5th International Conference on Soft Computing, Iizuka, Japan, October 16-20, 1998, vol. 1, pp. 321-324
Tizhoosh, H.R. Krell, G., Michaelis, B.
A Hybrid Neuro Fuzzy System for Knowledge-Based Restoration of Electronic Portal Images in Radiation Therapy
IIZUKA'98, 5th International Conference on Soft Computing, Iizuka, Japan, October 16-20, 1998, vol. 1, pp. 341-344

1997

Tizhoosh, H.R., Krell, G., Michaelis, B.
Locally Adaptive Fuzzy Image Enhancement. In B. Reusch (Ed.), Computational Intelligence, Theory and Applications. Proc. Of 5th Fuzzy Days'97, Dortmund, Germany, Springer, pp. 272-276
Tizhoosh, H.R., Krell, G., Michaelis, B.
On Fuzzy Image Enhancement of Megavoltage Images in Radiation Therapy. FUZZ-IEEE'97, Spain, 1399-1404
Tizhoosh, H.R., Krell, G., Michaelis, B.
Additive Fuzzy Enhancement and an Associative Memory for Feature Tracking in Radiation Therapy Images. ICIP'97, Santa Barara, USA, 398-401
Krell,G., Tizhoosh, H.R., Lilienblum, T., Michaelis, B.
Enhancement and Associative Restoration of Electonic Portal Images in Radiation Therapy. IEEE Symposium on Computer-Based Medical Systems 1997, Maribor, Slovenien, 104-108
Krell,G., Tizhoosh, H.R., Lilienblum, T., Michaelis, B.
Fuzzy Image Enhancement and Associative Feature Matching in Radiotherapy. ICNN'97, Houston, USA, 1490-1495