Search Results - "R. Safabakhsh"

Automatic multilevel thresholding for image segmentation by the growing time adaptive self-organizing map by Shah-Hosseini, H., Safabakhsh, R.

“…In this paper, a Growing TASOM (Time Adaptive Self-Organizing Map) network called "GTASOM" along with a peak finding process is proposed for automatic…”
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TASOM: a new time adaptive self-organizing map by Shah-Hosseini, H., Safabakhsh, R.

“…The time adaptive self-organizing map (TASOM) network is a modified self-organizing map (SOM) network with adaptive learning rates and neighborhood sizes as…”
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Unsupervised learning of synaptic delays based on learning automata in an RBF-like network of spiking neurons for data clustering by Adibi, P., Meybodi, M.R., Safabakhsh, R.

“…In this paper, a new delay shift approach for learning in an RBF-like neural network structure of spiking neurons is introduced. The synaptic connections…”
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A Reinforcement Learning-based Encoder-Decoder Framework for Learning Stock Trading Rules by M. Taghian, A. Asadi, R. Safabakhsh

“…The quality of the extracted features from a long-term sequence of raw prices of the instruments greatly affects the performance of the trading rules learned…”
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Robust Opponent Modeling in Real-Time Strategy Games using Bayesian Networks by A. Torkaman, R. Safabakhsh

“…Opponent modeling is a key challenge in Real-Time Strategy (RTS) games as the environment is adversarial in these games, and the player cannot predict the…”
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TAPCA: time adaptive self-organizing maps for adaptive principal components analysis by Shah-Hosseini, H., Safabakhsh, R.

“…We propose a neural network called time adaptive principal components analysis (TAPCA) which is composed of a number of time adaptive self-organizing map…”
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A novel DCT-based approach for secure color image watermarking by Ahmidi, N., Safabakhsh, R.

“…We focus on visually meaningful color image watermarks, we construct a new digital watermarking scheme based on the discrete cosine transformation. The…”
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Digital watermarking on still images using wavelet transform by Safabakhsh, R., Zaboli, S., Tabibiazar, A.

“…A new approach for non-blind watermarking of still gray level images in the wavelet domain. The method uses the human visual system (HVS) characteristic, and…”
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A TASOM-based algorithm for active contour modeling by Shah-Hosseini, Hamed, Safabakhsh, Reza

“…Active contour modeling is a powerful technique for modeling object boundaries. Various methods introduced for this purpose, however, have certain difficulties…”
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TASOM-based lip tracking using the color and geometry of the face by Moghaddam, M.K., Safabakhsh, R.

“…Automated visual speech analysis and synthesis is becoming a widespread application. The most important stage in these systems is to design an algorithm for…”
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Pattern classification by the time adaptive self-organizing map by Shah-Hosseini, H., Safabakhsh, R.

“…The time adaptive SOM, or TASOM, is used to automatically adjust learning rate and neighborhood size of each neuron of the SOM network independently. Each…”
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DNPSO: A Dynamic Niching Particle Swarm Optimizer for multi-modal optimization by Nickabadi, A., Ebadzadeh, M.M., Safabakhsh, R.

“…In this paper, a new variant of the PSO algorithm called dynamic niching particle swarm optimizer (DNPSO) is proposed. Similar to basic PSO, DNPSO is a global…”
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Camera selection without location information: A topological approach by Varposhti, M., Dehghan, M., Safabakhsh, R.

“…One of the main goals in camera networks is to achieve maximal coverage with the least number of sensors considering the direction of the field of view of the…”
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Evaluating the performance of DNPSO in dynamic environments by Nickabadi, A., Ebadzadeh, M.M., Safabakhsh, R.

“…In our previous work, we proposed DNPSO (Dynamic Niching Particle Swarm Optimizer) and evaluated its performance in static multi-modal functions. DNPSO is a…”
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Human eye inner boundary detection using a modified time adaptive self-organizing map by Khosravi, M.H., Safabakhsh, R.

“…In this paper, we use a TASOM-based ACM algorithm for extracting the human eye inner boundary and compare the results with those obtained by GVF snakes. Some…”
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A real-time multiple vehicle classification and tracking system with occlusion handling by Ghasemi, A., Safabakhsh, R.

“…In this paper, we propose a new traffic surveillance system with the ability to perform surveillance tasks in real time. The proposed classification method is…”
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Thinning Based Multipurpose Camouflage Pattern Design by Hejrandoost, Arash Abdi, Safabakhsh, R.

“…Traditional generations of camouflage pattern were an artistic and manually work. Most of current computer aided camouflage pattern designs focused on a single…”
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An unsupervised GVF snake approach for white blood cell segmentation based on nucleus by Zamani, F., Safabakhsh, R.

“…Segmentation accuracy, as the first step in an image analysis system, impacts on whole system efficiency. In normal human blood microscopic image, which…”
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Automatic Multilevel Color Image Thresholding by the Growing Time Adaptive Self Organizing Map by Haghighatdoost, V., Safabakhsh, R.

“…This paper presents a simple but effective algorithm for color image quantization. A growing time adaptive self organizing map (GTASOM) is used to find the…”
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A Robust Multi-Orientation Gabor Based System for Discriminating Touching White and Red Cells in Microscopic Blood Image by Safabakhsh, R., Zamani, F.

“…In many image analysis systems, segmentation is the first step. So its accuracy impacts on whole system efficiency. In normal human blood microscopic image,…”
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