Rank: 116 based on 569 downloads (last 30 days) and 5 files submitted
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Mohammad Haghighat

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Company/University
University of Miami

Personal Profile:
Professional Interests:
signal processing, image processing, computer vision, pattern recognition, biometrics

 

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Files Posted by Mohammad View all
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(last 30 days)
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29 May 2014 Screenshot Gabor Wavelets This program generates a custom Gabor filter bank; and extracts the image features using them. Author: Mohammad Haghighat image processing, computer vision, pattern recognition, feature extraction, face recognition, biometrics 62 0
07 Apr 2014 Screenshot Gabor Feature Extraction This program generates a custom Gabor filter bank; and extracts the image features using them. Author: Mohammad Haghighat image processing, computer vision, pattern recognition, machine learning, feature extraction, classification 373 40
  • 4.375
4.4 | 9 ratings
18 Mar 2014 Screenshot Feature Mutual Information (FMI) Image Fusion Metric A non-reference image fusion metric based on mutual information of image features Author: Mohammad Haghighat image fusion, metric, image fusion metric, mutual information, feature mutual inform..., image processing 54 0
  • 5.0
5.0 | 2 ratings
03 Feb 2014 Screenshot Multi-Focus Image Fusion in DCT Domain Simulation of two multifocus image fusion methods: 1.DCT+Variance 2.DCT+Variance+CV Author: Mohammad Haghighat image fusion, multifocus, dct domain, jpeg, variance, consistency verificat... 54 8
  • 4.8
4.8 | 7 ratings
03 Feb 2014 Screenshot Multi-Focus Image Fusion for Visual Sensor Networks in DCT Domain Simulation of two multi-focus image fusion methods in DCT domain: 1.DCT+Variance 2.DCT+Variance+CV Author: Mohammad Haghighat book database, clock database, pepsi database, imafe fusion, fision, multifocus fusion 26 0
Comments and Ratings by Mohammad View all
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05 Jul 2014 Mutual Information Calculates the mutual information between two discrete variables (or a group and a single variable). Author: Will Dwinnell

05 Jul 2014 Mutual Information computation A self-contained package for computing mutual information, joint/conditional probability, entropy Author: Hanchuan Peng

30 Jun 2014 Gabor Feature Extraction This program generates a custom Gabor filter bank; and extracts the image features using them. Author: Mohammad Haghighat

Aini Najwa:

I just sent it to you by e-mail.
Sure, you can use it for signature verification. There are some papers that have used Gabor in this application.

25 Jun 2014 Gabor Feature Extraction This program generates a custom Gabor filter bank; and extracts the image features using them. Author: Mohammad Haghighat

Andre:

The adjacent pixels in a image are highly correlated; so, we remove the information redundancy by downsampling the feature images. A low downsampling factor will not have a noticeable effect on the recognition accuracy; however, it increases the performance of the classifier.

09 Jun 2014 Gabor Feature Extraction This program generates a custom Gabor filter bank; and extracts the image features using them. Author: Mohammad Haghighat

Nawaz:

Sure, you can use it. There are actually papers that have used Gabor for OCR.

Comments and Ratings on Mohammad's Files View all
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03 Jul 2014 Gabor Feature Extraction This program generates a custom Gabor filter bank; and extracts the image features using them. Author: Mohammad Haghighat Hua

good

30 Jun 2014 Gabor Feature Extraction This program generates a custom Gabor filter bank; and extracts the image features using them. Author: Mohammad Haghighat Haghighat, Mohammad

Aini Najwa:

I just sent it to you by e-mail.
Sure, you can use it for signature verification. There are some papers that have used Gabor in this application.

30 Jun 2014 Gabor Feature Extraction This program generates a custom Gabor filter bank; and extracts the image features using them. Author: Mohammad Haghighat Azmi, Aini Najwa

Assalamualaikum Mohammad,
Please teach me how to get your file... I am a new user of MATLAB.Is the Gabor FE is suitable to a signature recognition system?
If someone already get this file, need your help to send to my email, aininajwa.azmi@gmail.com

Thanks so much

25 Jun 2014 Gabor Feature Extraction This program generates a custom Gabor filter bank; and extracts the image features using them. Author: Mohammad Haghighat Haghighat, Mohammad

Andre:

The adjacent pixels in a image are highly correlated; so, we remove the information redundancy by downsampling the feature images. A low downsampling factor will not have a noticeable effect on the recognition accuracy; however, it increases the performance of the classifier.

24 Jun 2014 Gabor Feature Extraction This program generates a custom Gabor filter bank; and extracts the image features using them. Author: Mohammad Haghighat Andre

hi Mohammad. anyway thanks for the code. I have some questions. What is the impact of downsampling(d1 & d2)? does it removing some samples of the extrated feature? and Is that good to be used to face recognition process? Thanks

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