Hamid R. Tizhoosh

	2009
56		Farzad Khalvati, Hamid R. Tizhoosh, Arsen R. Hajian: Increasing Computational Redundancy of Digital Images via Multiresolutional Matching. ICIAR 2009: 146-157
55		Miguel Pagola, Edurne Barrenechea Tartas, Aranzazu Jurio, Mikel Galar, Pedro Couto, Farhang Sahba, Hamid R. Tizhoosh: Interval-Valued Fuzzy System for Segmentation of Prostate Ultrasound Images. IFSA/EUSFLAT Conf. 2009: 1164-1168
54		Hamid R. Tizhoosh: Opposite Fuzzy Sets with Applications in Image Processing. IFSA/EUSFLAT Conf. 2009: 36-41
53		Maryam Shokri, Hamid R. Tizhoosh, Mohamed S. Kamel: Oppositional target domain estimation using grid-based simulation. Appl. Soft Comput. 9(1): 423-430 (2009)
52		Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama: Automatic Acquisition of Image Filtering and Object Extraction Procedures from Ground-Truth Samples. JACIII 13(2): 115-127 (2009)
	2008
51		Hamid R. Tizhoosh, Mario Ventresca: Oppositional Concepts in Computational Intelligence Springer 2008
50		Shahryar Rahnamayan, Hamid R. Tizhoosh: Image thresholding using micro opposition-based Differential Evolution (Micro-ODE). IEEE Congress on Evolutionary Computation 2008: 1409-1416
49		Maryam Shokri, Hamid R. Tizhoosh, Mohamed S. Kamel: Tradeoff between exploration and exploitation of OQ(lambda) with non-Markovian update in dynamic environments. IJCNN 2008: 2915-2921
48		Mario Ventresca, Hamid R. Tizhoosh: Numerical condition of feedforward networks with opposite transfer functions. IJCNN 2008: 3233-3240
47		Hamid R. Tizhoosh: Type II Fuzzy Image Segmentation. Fuzzy Sets and Their Extensions: Representation, Aggregation and Models 2008: 607-619
46		Hamid R. Tizhoosh, Mario Ventresca: Introduction. Oppositional Concepts in Computational Intelligence 2008: 1-8
45		Hamid R. Tizhoosh, Mario Ventresca, Shahryar Rahnamayan: Opposition-Based Computing. Oppositional Concepts in Computational Intelligence 2008: 11-28
44		Shahryar Rahnamayan, Hamid R. Tizhoosh: Differential Evolution Via Exploiting Opposite Populations. Oppositional Concepts in Computational Intelligence 2008: 143-160
43		Maryam Shokri, Hamid R. Tizhoosh, Mohamed S. Kamel: The Concept of Opposition and Its Use in Q-Learning and Q(lambda) Techniques. Oppositional Concepts in Computational Intelligence 2008: 233-253
42		Mario Ventresca, Hamid R. Tizhoosh: Two Frameworks for Improving Gradient-Based Learning Algorithms. Oppositional Concepts in Computational Intelligence 2008: 255-284
41		Farhang Sahba, Hamid R. Tizhoosh: Opposite Actions in Reinforced Image Segmentation. Oppositional Concepts in Computational Intelligence 2008: 287-297
40		Masoud Mahootchi, Hamid R. Tizhoosh, Kumaraswamy Ponnambalam: Opposition Mining in Reservoir Management. Oppositional Concepts in Computational Intelligence 2008: 299-321
39		Maryam Shokri, Hamid R. Tizhoosh: A reinforcement agent for threshold fusion. Appl. Soft Comput. 8(1): 174-181 (2008)
38		Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama: Opposition versus randomness in soft computing techniques. Appl. Soft Comput. 8(2): 906-918 (2008)
37		Farhang Sahba, Hamid R. Tizhoosh, Magdy M. A. Salama: A reinforcement agent for object segmentation in ultrasound images. Expert Syst. Appl. 35(3): 772-780 (2008)
36		Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama: Opposition-Based Differential Evolution. IEEE Trans. Evolutionary Computation 12(1): 64-79 (2008)
35		Mario Ventresca, Hamid R. Tizhoosh: A diversity maintaining population-based incremental learning algorithm. Inf. Sci. 178(21): 4038-4056 (2008)
34		Hamid R. Tizhoosh: Interval-valued versus intuitionistic fuzzy sets: Isomorphism versus semantics. Pattern Recognition 41(5): 1812-1813 (2008)
	2007
33		Mario Ventresca, Hamid R. Tizhoosh: Simulated Annealing with Opposite Neighbors. FOCI 2007: 186-192
32		Mario Ventresca, Hamid R. Tizhoosh: Opposite Transfer Functions and Backpropagation Through Time. FOCI 2007: 570-577
31		Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama: Opposition-Based Differential Evolution (ODE) with Variable Jumping Rate. FOCI 2007: 81-88
30		Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama: Quasi-oppositional Differential Evolution. IEEE Congress on Evolutionary Computation 2007: 2229-2236
29		Xianghai Wu, Jonathan Kofman, Hamid R. Tizhoosh: Active exploratory q-learning for large problems. SMC 2007: 4040-4045
28		Andrew Hamilton-Wright, Daniel W. Stashuk, Hamid R. Tizhoosh: Fuzzy Classification Using Pattern Discovery. IEEE T. Fuzzy Systems 15(5): 772-783 (2007)
	2006
27		Alice R. Malisia, Hamid R. Tizhoosh: Image Thresholding Using Ant Colony Optimization. CRV 2006: 26
26		Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama: Weighted Voting-Based Robust Image Thresholding. ICIP 2006: 1129-1132
25		Alice R. Malisia, Hamid R. Tizhoosh: Applying Ant Colony Optimization to Binary Thresholding. ICIP 2006: 2409-2412
24		Ehsan Mohammadi Arvacheh, Hamid R. Tizhoosh: IRIS Segmentation: Detecting Pupil, Limbus and Eyelids. ICIP 2006: 2453-2456
23		Farhang Sahba, Hamid R. Tizhoosh, Magdy M. A. Salama: Increasing Object Recognition Rate using Reinforced Segmentation. ICIP 2006: 781-784
22		Maryam Shokri, Hamid R. Tizhoosh, Mohamed Kamel: Opposition-Based Q(lambda) Algorithm. IJCNN 2006: 254-261
21		Mario Ventresca, Hamid R. Tizhoosh: Improving the Convergence of Backpropagation by Opposite Transfer Functions. IJCNN 2006: 4777-4784
20		Farhang Sahba, Hamid R. Tizhoosh, Magdy M. A. Salama: A Reinforcement Learning Framework for Medical Image Segmentation. IJCNN 2006: 511-517
19		Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama: Image Thresholding Using Differential Evolution. IPCV 2006: 244-249
18		Hamid R. Tizhoosh, Graham W. Taylor: Reinforced Contrast Adaptation. Int. J. Image Graphics 6(3): 377-392 (2006)
17		Hamid R. Tizhoosh: Opposition-Based Reinforcement Learning. JACIII 10(4): 578-585 (2006)
16		Jialin Song, Hamid R. Tizhoosh: Fuzzy anisotropic diffusion based on edge detection. Journal of Intelligent and Fuzzy Systems 17(5): 431-442 (2006)
15		Hamid R. Tizhoosh, Rozita A. Dara: On poem recognition. Pattern Anal. Appl. 9(4): 325-338 (2006)
	2005
14		Hamid R. Tizhoosh: Opposition-Based Learning: A New Scheme for Machine Intelligence. CIMCA/IAWTIC 2005: 695-701
13		Farhang Sahba, Hamid R. Tizhoosh, Magdy M. A. Salama: Using Reinforcement Learning for Filter Fusion in Image Enhancement. Computational Intelligence 2005: 262-266
12		P. Ensafi, Hamid R. Tizhoosh: Type-2 Fuzzy Image Enhancement. ICIAR 2005: 159-166
11		Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama: Automated Snake Initialization for the Segmentation of the Prostate in Ultrasound Images. ICIAR 2005: 930-937
10		Farhang Sahba, Hamid R. Tizhoosh, Magdy M. A. Salama: Segmentation of prostate boundaries using regional contrast enhancement. ICIP (2) 2005: 1266-1269
9		Hamid R. Tizhoosh: Image thresholding using type II fuzzy sets. Pattern Recognition 38(12): 2363-2372 (2005)
	2004
8		Maryam Shokri, Hamid R. Tizhoosh: Q(lambda)-Based Image Thresholding. CRV 2004: 504-508
	2002
7		Hamid R. Tizhoosh: Observer-dependent sharpening. ICIP (1) 2002: 816-819
	2001
6		Hamid R. Tizhoosh: Invited talk: Observer-dependent Image Enhancement. FUZZ-IEEE 2001: 23-26
5		Hamid R. Tizhoosh, Gerald Krell, Bernd Michaelis: Knowledge-based enhancement of megavoltage images in radiation therapy using a hybrid neuro-fuzzy system. Image Vision Comput. 19(4): 217-233 (2001)
	1998
4		Hamid R. Tizhoosh: Über Binarisierung und Potentiale der Fuzzy-Ansätze. GI Jahrestagung 1998: 97-106
	1997
3		Gerald Krell, Hamid R. Tizhoosh, Tilo Lilienblum, C. J. Moore, Bernd Michaelis: Enhancement and associative restoration of electronic portal images in radiotherapy. CBMS 1997: 104-108
2		Hamid R. Tizhoosh, Gerald Krell, Bernd Michaelis: Locally Adaptive Fuzzy Image Enhancement. Fuzzy Days 1997: 272-276
1		Hamid R. Tizhoosh, Gerald Krell, Bernd Michaelis: Additive Fuzzy Enhancement and an Associative Memory for Feature Tracking in Radiation Therapy Images. ICIP (2) 1997: 398-401

Coauthor Index

1	Ehsan Mohammadi Arvacheh	[24]
2	Pedro A. Mogadouro do Couto (Pedro Couto)	[55]
3	Rozita A. Dara	[15]
4	P. Ensafi	[12]
5	Mikel Galar	[55]
6	Arsen R. Hajian	[56]
7	Andrew Hamilton-Wright	[28]
8	Aranzazu Jurio	[55]
9	Mohamed S. Kamel (Mohamed Kamel)	[22] [43] [49] [53]
10	Farzad Khalvati	[56]
11	Jonathan Kofman	[29]
12	Gerald Krell	[1] [2] [3] [5]
13	Tilo Lilienblum	[3]
14	Masoud Mahootchi	[40]
15	Alice R. Malisia	[25] [27]
16	Bernd Michaelis	[1] [2] [3] [5]
17	C. J. Moore	[3]
18	Miguel Pagola	[55]
19	Kumaraswamy Ponnambalam	[40]
20	Shahryar Rahnamayan	[11] [19] [26] [30] [31] [36] [38] [44] [45] [50] [52]
21	Farhang Sahba	[10] [13] [20] [23] [37] [41] [55]
22	Magdy M. A. Salama	[10] [11] [13] [19] [20] [23] [26] [30] [31] [36] [37] [38] [52]
23	Maryam Shokri	[8] [22] [39] [43] [49] [53]
24	Jialin Song	[16]
25	Daniel W. Stashuk	[28]
26	Edurne Barrenechea Tartas	[55]
27	Graham W. Taylor	[18]
28	Mario Ventresca	[21] [32] [33] [35] [42] [45] [46] [48] [51]
29	Xianghai Wu	[29]

Colors in the list of coauthors