No photo of Hamid Tizhoosh
  • Source: Scopus
  • Calculated based on no. of publications stored in Pure and citations from Scopus
19972022

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  • 1997

    Fuzzy image enhancement and associative feature matching in radiotherapy

    Krell, G., Tizhoosh, H. R., Lilienblum, T., Moore, C. J. & Michaelis, B., 1997, 1997 IEEE International Conference on Neural Networks, ICNN 1997. p. 1490-1495 6 p. 614017. (IEEE International Conference on Neural Networks - Conference Proceedings; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Locally adaptive fuzzy image enhancement

    Tizhoosh, H. R., Krell, G. & Michaelis, B., 1997, Computational Intelligence: Theory and Applications - International Conference, 5th Fuzzy Days, 1997, Proceedings. Reusch, B. (ed.). Springer Verlag, p. 272-276 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1226).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1998

    λ-Enhancement: Contrast adaptation based on optimization of image fuzziness

    Tizhoosh, H. R., Krell, G. & Michaelis, B., 1998, 1998 IEEE International Conference on Fuzzy Systems Proceedings - IEEE World Congress on Computational Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 1548-1553 6 p. 686349. (1998 IEEE International Conference on Fuzzy Systems Proceedings - IEEE World Congress on Computational Intelligence; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2002

    Fast fuzzy edge detection

    Tizhoosh, H. R., 2002, 2002 Annual Meeting of the North American Fuzzy Information Processing Society, Proceedings - NAFIPS-FLINT 2002. Nasraoui, O. & Keller, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 239-242 4 p. 1018062. (Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS; vol. 2002-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2003

    Choquet integral-based aggregation of image template matching algorithms

    Kim, S. H., Tizhoosh, H. R. & Kamel, M., 2003, NAFIPS 2003 - 22nd International Conference of the North American Fuzzy Information Processing Society - NAFIPS Proceedings. Walker, E. L. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 143-148 6 p. 1226771. (Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS; vol. 2003-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2004

    Q(λ)-based image thresholding

    Shokri, M. & Tizhoosh, H. R., 2004, Proceedings - 1st Canadian Conference on Computer and Robot Vision. p. 504-508 5 p. (Proceedings - 1st Canadian Conference on Computer and Robot Vision).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2005

    Automated snake initialization for the segmentation of the prostate in ultrasound images

    Rahnamayan, S., Tizhoosh, H. R. & Salama, M. M. A., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 930-937 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3656 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Opposition-based learning: A new scheme for machine intelligence

    Tizhoosh, H. R., 2005, Proceedings - International Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Internet. p. 695-701 7 p. 1631345. (Proceedings - International Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Internet; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Pattern analysis using Zernike moments

    Arvacheh, E. M. & Tizhoosh, H. R., 2005, IMTC'05 - Proceedings of the IEEE Instrumentation and Measurement Technology Conference. p. 1574-1578 5 p. 1604417. (Conference Record - IEEE Instrumentation and Measurement Technology Conference; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Segmentation of prostate boundaries using regional contrast enhancement

    Sahba, F., Tizhoosh, H. R. & Salama, M. M. A., 2005, IEEE International Conference on Image Processing 2005, ICIP 2005. p. 1266-1269 4 p. 1530293. (Proceedings - International Conference on Image Processing, ICIP; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Type-2 fuzzy image enhancement

    Ensafi, P. & Tizhoosh, H. R., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 159-166 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3656 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Using reinforcement learning for filter fusion in image enhancement

    Sahba, F., Tizhoosh, H. R. & Salama, M. M. A., 2005, Proceedings of the IASTED International Conference on Computational Intelligence. p. 262-266 5 p. (Proceedings of the IASTED International Conference on Computational Intelligence; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2006

    Applying ant colony optimization to binary thresholding

    Malisia, A. R. & Tizhoosh, H. R., 2006, 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings. p. 2409-2412 4 p. 4107053. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A reinforcement learning framework for medical image segmentation

    Sahba, F., Tizhoosh, H. R. & Salama, M. M. A., 2006, International Joint Conference on Neural Networks 2006, IJCNN '06. Institute of Electrical and Electronics Engineers Inc., p. 511-517 7 p. 1716136. (IEEE International Conference on Neural Networks - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Image thresholding using ant colony optimization

    Malisia, A. R. & Tizhoosh, H. R., 2006, Proceedings - Thirteenth International Symposium on Temporal Representation and Reasoning, TIME 2006. 1640381. (Third Canadian Conference on Computer and Robot Vision, CRV 2006; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Image thresholding using differential evolution

    Rahnamayan, S., Tizhoosh, H. R. & Salama, M. M. A., 2006, Proceedings of the 2006 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV'06. p. 244-249 6 p. (Proceedings of the 2006 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV'06; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Improving the convergence of backpropagation by opposite transfer functions

    Ventresca, M. & Tizhoosh, H. R., 2006, International Joint Conference on Neural Networks 2006, IJCNN '06. Institute of Electrical and Electronics Engineers Inc., p. 4777-4784 8 p. 1716763. (IEEE International Conference on Neural Networks - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Increasing object recognition rate using reinforced segmentation

    Sahba, F., Tizhoosh, H. R. & Salama, M. M. A., 2006, 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings. p. 781-784 4 p. 4106646. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Iris segmentation: Detecting pupil, limbus and eyelids

    Arvacheh, E. M. & Tizhoosh, H. R., 2006, 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings. p. 2453-2456 4 p. 4107064. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Opposition-based differential evolution algorithms

    Rahnamayan, S., Tizhoosh, H. R. & Salama, M. M. A., 2006, 2006 IEEE Congress on Evolutionary Computation, CEC 2006. p. 2010-2017 8 p. 1688554. (2006 IEEE Congress on Evolutionary Computation, CEC 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Opposition-based differential evolution for optimization of noisy problems

    Rahnamayan, S., Tizhoosh, H. R. & Salama, M. M. A., 2006, 2006 IEEE Congress on Evolutionary Computation, CEC 2006. p. 1865-1872 8 p. 1688534. (2006 IEEE Congress on Evolutionary Computation, CEC 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Opposition-based Q(λ) algorithm

    Shokri, M., Tizhoosh, H. R. & Kamel, M., 2006, International Joint Conference on Neural Networks 2006, IJCNN '06. p. 254-261 8 p. 1716100. (IEEE International Conference on Neural Networks - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Weighted voting-based robust image thresholding

    Rahnamayan, S., Tizhoosh, H. R. & Salama, M. M. A., 2006, 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings. p. 1129-1132 4 p. 4106733. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2007

    Accelerating image processing algorithms based on the reuse of spatial patterns

    Khalvati, F., Aagaard, M. D. & Tizhoosh, H. R., 2007, 2007 Canadian Conference on Electrical and Computer Engineering, CCECD. p. 172-175 4 p. 4232709. (Canadian Conference on Electrical and Computer Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Active exploratory Q-learning for large problems

    Wu, X., Kofman, J. & Tizhoosh, H. R., 2007, 2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007. p. 4040-4045 6 p. 4414257. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Application of opposition-based reinforcement learning in image segmentation

    Sahba, F., Tizhoosh, H. R. & Salama, M. M. M. A., 2007, Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing, CIISP 2007. p. 246-251 6 p. 4221426. (Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing, CIISP 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Applying opposition-based ideas to the Ant Colony System

    Malisia, A. R. & Tizhoosh, H. R., 2007, Proceedings of the 2007 IEEE Swarm Intelligence Symposium, SIS 2007. p. 182-189 8 p. 4223173. (Proceedings of the 2007 IEEE Swarm Intelligence Symposium, SIS 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Opposite transfer functions and backpropagation through time

    Ventresca, M. & Tizhoosh, H. R., 2007, Proceedings of the 2007 IEEE Symposium on Foundations of Computational Intelligence, FOCI 2007. p. 570-577 8 p. 4233963. (Proceedings of the 2007 IEEE Symposium on Foundations of Computational Intelligence, FOCI 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Opposition-based differential evolution (ODE) with variable jumping rate

    Rahnamayan, S., Tizhoosh, H. R. & Salama, M. M. A., 2007, Proceedings of the 2007 IEEE Symposium on Foundations of Computational Intelligence, FOCI 2007. p. 81-88 8 p. 4233889. (Proceedings of the 2007 IEEE Symposium on Foundations of Computational Intelligence, FOCI 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Opposition-based Q(λ) with non-markovian update

    Shokri, M., Tizhoosh, H. R. & Kamel, M. S., 2007, Proceedings of the 2007 IEEE Symposium on Approximate Dynamic Programming and Reinforcement Learning, ADPRL 2007. p. 288-295 8 p. 4220846. (Proceedings of the 2007 IEEE Symposium on Approximate Dynamic Programming and Reinforcement Learning, ADPRL 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Opposition-based reinforcement learning in the management of water resources

    Mahootchi, M., Tizhoosh, H. R. & Ponnambalam, K., 2007, Proceedings of the 2007 IEEE Symposium on Approximate Dynamic Programming and Reinforcement Learning, ADPRL 2007. p. 217-224 8 p. 4220836. (Proceedings of the 2007 IEEE Symposium on Approximate Dynamic Programming and Reinforcement Learning, ADPRL 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Opposition-based window memoization for morphological algorithms

    Khalvati, F., Tizhoosh, H. R. & Aagaard, M. D., 2007, Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing, CIISP 2007. p. 425-430 6 p. 4221457. (Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing, CIISP 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Quasi-oppositional differential evolution

    Rahnamayan, S., Tizhoosh, H. R. & Salama, M. M. A., 2007, 2007 IEEE Congress on Evolutionary Computation, CEC 2007. p. 2229-2236 8 p. 4424748. (2007 IEEE Congress on Evolutionary Computation, CEC 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Simulated annealing with opposite neighbors

    Ventresca, M. & Tizhoosh, H. R., 2007, Proceedings of the 2007 IEEE Symposium on Foundations of Computational Intelligence, FOCI 2007. p. 186-192 7 p. 4233905. (Proceedings of the 2007 IEEE Symposium on Foundations of Computational Intelligence, FOCI 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2008

    Filtering and fusion of THz images for defect detection in composite materials

    Houshmand, K. & Tizhoosh, H. R., 2008, 2008 IEEE International Conference on Fuzzy Systems, FUZZ 2008. p. 1301-1305 5 p. 4630540. (IEEE International Conference on Fuzzy Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Image thresholding using micro Opposition-Based Differential Evolution (Micro-ODE)

    Rahnamayan, S. & Tizhoosh, H. R., 2008, 2008 IEEE Congress on Evolutionary Computation, CEC 2008. p. 1409-1416 8 p. 4630979. (2008 IEEE Congress on Evolutionary Computation, CEC 2008).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Increasing segmentation accuracy in ultrasound imaging using filtering and snakes

    Houshmand, K. & Tizhoosh, H. R., 2008, IEEE Canadian Conference on Electrical and Computer Engineering, Proceedings, CCECE 2008. p. 1333-1336 4 p. 4564756. (Canadian Conference on Electrical and Computer Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Numerical condition of feedforward networks with opposite transfer functions

    Ventresca, M. & Tizhoosh, H. R., 2008, 2008 International Joint Conference on Neural Networks, IJCNN 2008. p. 3233-3240 8 p. 4634257. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Tradeoff between exploration and exploitation of OQ(λ) with non-markovian update in dynamic environments

    Shokri, M., Tizhoosh, H. R. & Kamel, M. S., 2008, 2008 International Joint Conference on Neural Networks, IJCNN 2008. p. 2915-2921 7 p. 4634208. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2009

    Adaptive λenhancement: Type i versus type ii fuzzy implementation

    Tizhoosh, H. R., 2009, 2009 IEEE Symposium on Computational Intelligence in Image Processing, CIIP 2009 - Processing. p. 1-7 7 p. 4937872. (2009 IEEE Symposium on Computational Intelligence in Image Processing, CIIP 2009 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • AN efficient architecture for hardware implementations of image processing algorithms

    Khalvati, F. & Tizhoosh, H. R., 2009, 2009 IEEE Symposium on Computational Intelligence in Image Processing, CIIP 2009 - Processing. p. 20-26 7 p. 4937875. (2009 IEEE Symposium on Computational Intelligence in Image Processing, CIIP 2009 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Improving gradient-based learning algorithms for large scale feedforward networks

    Ventresca, M. & Tizhoosh, H. R., 2009, 2009 International Joint Conference on Neural Networks, IJCNN 2009. p. 3212-3219 8 p. 5178798. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Increasing computational redundancy of digital images via multiresolutional matching

    Khalvati, F., Tizhoosh, H. R. & Hajian, A. R., 2009, Image Analysis and Recognition - 6th International Conference, ICIAR 2009, Proceedings. p. 146-157 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5627 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Interval-valued fuzzy system for segmentation of prostate ultrasound images

    Pagola, M., Barrenechea, E., Jurio, A., Galar, M., Couto, P., Sahba, F. & Tizhoosh, H. R., 2009, 2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy Logic and Technology Conference, IFSA-EUSFLAT 2009 - Proceedings. p. 1164-1168 5 p. (2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy Logic and Technology Conference, IFSA-EUSFLAT 2009 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Opposite fuzzy sets with applications in image processing

    Tizhoosh, H. R., 2009, 2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy Logic and Technology Conference, IFSA-EUSFLAT 2009 - Proceedings. p. 36-41 6 p. (2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy Logic and Technology Conference, IFSA-EUSFLAT 2009 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Quasi-global oppositional fuzzy thresholding

    Tizhoosh, H. R. & Sahba, F., 2009, 2009 IEEE International Conference on Fuzzy Systems - Proceedings. p. 1346-1351 6 p. 5276887. (IEEE International Conference on Fuzzy Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2010

    A neural approach to image thresholding

    Othman, A. A. & Tizhoosh, H. R., 2010, Artificial Neural Networks, ICANN 2010 - 20th International Conference, Proceedings. PART 1 ed. p. 561-564 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6352 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Image thresholding using neural network

    Othman, A. A. & Tizhoosh, H. R., 2010, Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10. p. 1159-1164 6 p. 5687030. (Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Neural image thresholding using SIFT: A comparative study

    Othman, A. A. & Tizhoosh, H. R., 2010, Advanced Concepts for Intelligent Vision Systems - 12th International Conference, ACIVS 2010, Proceedings. PART 1 ed. p. 38-49 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6474 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Oppositional fuzzy image thresholding

    Al-Qunaieer, F. S., Rahnamayan, S. & Tizhoosh, H. R., 2010, 2010 IEEE World Congress on Computational Intelligence, WCCI 2010. 5584265. (2010 IEEE World Congress on Computational Intelligence, WCCI 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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