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Applied Artificial Intelligence
An International Journal
Volume 28, 2014 - Issue 9
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Original Articles

Evaluation of Current Documents Image Denoising Techniques: A Comparative Study

Tanzila SabaCollege of Computer and Information Sciences (CCIS), Prince Sultan University, Riyadh, KSACorrespondence[email protected]
,
Amjad RehmanMIS Department CBA, Salman bin Abdulaziz University, Alkharj, KSA;Faculty of Computing, Universiti Teknologi Malaysia (UTM), Skudai, Malaysia
,
Abdullah Al-DhelaanComputer Science Department, College of Computer & Information Sciences, King Saud University, Riyadh, KSA
&
Mznah Al-RodhaanComputer Science Department, College of Computer & Information Sciences, King Saud University, Riyadh, KSA
Pages 879-887 | Published online: 20 Oct 2014

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Iqra Safder, Hafsa Batool, Raheem Sarwar, Farooq Zaman, Naif Radi Aljohani, Raheel Nawaz, Mohamed Gaber & Saeed-Ul Hassan. (2022) Parsing AUC Result-Figures in Machine Learning Specific Scholarly Documents for Semantically-enriched Summarization. Applied Artificial Intelligence 36:1.
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Articles from other publishers (24)

Hongrui Zhang. (2023) An Efficient High-definition Real-Time Hardware Design for Bilateral Filtering. An Efficient High-definition Real-Time Hardware Design for Bilateral Filtering.
Amjad Rehman Khan. (2022) Facial Emotion Recognition Using Conventional Machine Learning and Deep Learning Methods: Current Achievements, Analysis and Remaining Challenges. Information 13:6, pages 268.
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Amjad Rehman, Majid Harouni, Mohsen Karimi, Tanzila Saba, Saeed Ali Bahaj & Mazar Javed Awan. (2022) Microscopic retinal blood vessels detection and segmentation using support vector machine and K‐nearest neighbors. Microscopy Research and Technique 85:5, pages 1899-1914.
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Nitesh Pradhan, Vijaypal Singh Dhaka, Geeta Rani & Himanshu Chaudhary. (2022) Machine Learning Model for Multi-View Visualization of Medical Images. The Computer Journal 65:4, pages 805-817.
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Tanzila Saba, Ibrahim Abunadi, Tariq Sadad, Amjad Rehman Khan & Saeed Ali Bahaj. (2021) Optimizing the transfer‐learning with pretrained deep convolutional neural networks for first stage breast tumor diagnosis using breast ultrasound visual images. Microscopy Research and Technique 85:4, pages 1444-1453.
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Amjad Rehman, Majid Harouni, Negar Haghani Solati Karchegani, Tanzila Saba, Saeed Ali Bahaj & Sudipta Roy. (2021) Identity verification using palm print microscopic images based on median robust extended local binary pattern features and k‐nearest neighbor classifier. Microscopy Research and Technique 85:4, pages 1224-1237.
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Muhammad Ibrahim, Muhammad Hanif, Shabir Ahmad, Faisal Jamil, Tayyaba Sehar, YunJung Lee & DoHyeun Kim. (2022) Denoising Letter Images from Scanned Invoices Using Stacked Autoencoders. Computers, Materials & Continua 71:1, pages 1371-1386.
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Jaber Alyami. 2022. Prognostic Models in Healthcare: AI and Statistical Approaches. Prognostic Models in Healthcare: AI and Statistical Approaches 483 504 .
Muhammad Sajjad, Farheen Ramzan, Muhammad Usman Ghani Khan, Amjad Rehman, Mahyar Kolivand, Suliman Mohamed Fati & Saeed Ali Bahaj. (2021) Deep convolutional generative adversarial network for Alzheimer's disease classification using positron emission tomography ( PET ) and synthetic data augmentation . Microscopy Research and Technique 84:12, pages 3023-3034.
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Amjad Rehman Khan, Fatemeh Doosti, Mohsen Karimi, Majid Harouni, Usman Tariq, Suliman Mohamed Fati & Saeed Ali Bahaj. (2021) Authentication through gender classification from iris images using support vector machine. Microscopy Research and Technique 84:11, pages 2666-2676.
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Mohineet Kaur, Ram Krishna Sarkar & Manoj Kumar Dutta. (2021) Investigation on quality enhancement of old and fragile artworks using non-linear filter and histogram equalization techniques. Optik 244, pages 167564.
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Kevin Meehan, Jack McShane & Stephen McClay. (2021) Utilising OpenCV with Tesseract to extract Bill of Materials (BOM) from Isometric Drawings. Utilising OpenCV with Tesseract to extract Bill of Materials (BOM) from Isometric Drawings.
Dorián László Galata, Lilla Alexandra Mészáros, Nikolett Kállai-Szabó, Edina Szabó, Hajnalka Pataki, György Marosi & Zsombor Kristóf Nagy. (2021) Applications of machine vision in pharmaceutical technology: A review. European Journal of Pharmaceutical Sciences 159, pages 105717.
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Amjad Rehman, Hikmat Yar, Noor Ayesha & Tariq Sadad. (2020) Dermoscopy Cancer Detection and Classification using Geometric Feature based on Resource Constraints Device (Jetson Nano). Dermoscopy Cancer Detection and Classification using Geometric Feature based on Resource Constraints Device (Jetson Nano).
Weikuan Jia, Yan Zhang, Jian Lian, Yuanjie Zheng, Dean Zhao & Chengjiang Li. (2020) Apple harvesting robot under information technology: A review. International Journal of Advanced Robotic Systems 17:3, pages 172988142092531.
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Sajid Iqbal, Muhammad U. Ghani Khan, Tanzila Saba, Zahid Mehmood, Nadeem Javaid, Amjad Rehman & Rashid Abbasi. (2019) Deep learning model integrating features and novel classifiers fusion for brain tumor segmentation. Microscopy Research and Technique 82:8, pages 1302-1315.
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Naveed Abbas, Tanzila Saba, Amjad Rehman, Zahid Mehmood, Hoshang kolivand, Mueen Uddin & Adeel Anjum. (2018) Plasmodium life cycle stage classification based quantification of malaria parasitaemia in thin blood smears. Microscopy Research and Technique 82:3, pages 283-295.
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Amjad Rehman, Naveed Abbas, Tanzila Saba, Zahid Mehmood, Toqeer Mahmood & Khawaja Tehseen Ahmed. (2018) Microscopic malaria parasitemia diagnosis and grading on benchmark datasets. Microscopy Research and Technique 81:9, pages 1042-1058.
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Mohammed Hazim Alkawaz, Ghazali Sulong, Tanzila Saba & Amjad Rehman. (2016) Detection of copy-move image forgery based on discrete cosine transform. Neural Computing and Applications 30:1, pages 183-192.
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Amjad Rehman, Naveed Abbas, Tanzila Saba, Toqeer Mahmood & Hoshang Kolivand. (2018) Rouleaux red blood cells splitting in microscopic thin blood smear images via local maxima, circles drawing, and mapping with original RBCs. Microscopy Research and Technique 81:7, pages 737-744.
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Tanzila Saba, Amjad Rehman & Jarallah S. AlGhamdi. (2017) Weather forecasting based on hybrid neural model. Applied Water Science 7:7, pages 3869-3874.
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Morteza Bashardoost, Mohd Shafry Mohd Rahim, Tanzila Saba & Amjad Rehman. (2017) Replacement Attack: A New Zero Text Watermarking Attack. 3D Research 8:1.
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Mohammed Hazim Alkawaz, Ghazali Sulong, Tanzila Saba, Abdulaziz S. Almazyad & Amjad Rehman. (2017) Concise analysis of current text automation and watermarking approaches. Security and Communication Networks 9:18, pages 6365-6378.
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Chengzhi Ruan, Dean Zhao, Weikuan Jia, Chen Chen, Yu Chen & Xiaoyang Liu. (2015) A New Image Denoising Method by Combining WT with ICA. Mathematical Problems in Engineering 2015, pages 1-10.
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