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Hussain Al-Ahmad
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2020 – today
- 2025
- [j14]Alavikunhu Panthakkan, Anzar S. M., Wathiq Mansoor, Hussain Al-Ahmad:
A new frontier in hematology: Robust deep learning ensembles for white blood cell classification. Biomed. Signal Process. Control. 100: 106995 (2025) - [j13]Yassine Himeur, Nour Aburaed, Omar Elharrouss, Iraklis Varlamis, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad:
Applications of knowledge distillation in remote sensing: A survey. Inf. Fusion 115: 102742 (2025) - 2024
- [j12]Abdelmalik Ouamane, Ammar Chouchane, Yassine Himeur, Abderrazak Debilou, Abbes Amira, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad:
Knowledge Pre-Trained CNN-Based Tensor Subspace Learning for Tomato Leaf Diseases Detection. IEEE Access 12: 168283-168302 (2024) - [j11]Ahmed Bir-Jmel, Sidi Mohamed Douiri, Souad El Bernoussi, Ayyad Maafiri, Yassine Himeur, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad:
GFLASSO-LR: Logistic Regression with Generalized Fused LASSO for Gene Selection in High-Dimensional Cancer Classification. Comput. 13(4): 93 (2024) - [c74]Sana Bellili, Abdelmalik Ouamane, Ammar Chouchane, Yassine Himeur, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad:
Very Low-Resolution Face Recognition Based On Multilinear Side-Information Based Discriminant Analysis. BigDataService 2024: 104-108 - [c73]Nour Aburaed, Mina Al-Saad, Marouane Tliba, Aladine Chetouani, Mohammed Q. Alkhatib, M. Sami Zitouni, Saeed Al-Mansoori, Hussain Al-Ahmad:
Multi-purpose Domain Adaptive Network for Unsupervised SAR Colorization. EUSIPCO 2024: 2222-2226 - [c72]Nour Aburaed, Mina Al-Saad, M. Sami Zitouni, Mohammed Q. Alkhatib, Saeed Al-Mansoori, Hussain Al-Ahmad:
A Critical Examination of SAR Colorization Impact on Flood Mapping Accuracy. IGARSS 2024: 8504-8508 - [i6]Mohammed Q. Alkhatib, M. Sami Zitouni, Mina Al-Saad, Nour Aburaed, Hussain Al-Ahmad:
SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification. CoRR abs/2402.17672 (2024) - [i5]Abdelmalik Ouamane, Ammar Chouchane, Yassine Himeur, Abderrazak Debilou, Abbes Amira, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad:
Enhancing Plant Disease Detection: A Novel CNN-Based Approach with Tensor Subspace Learning and HOWSVD-MD. CoRR abs/2405.20058 (2024) - [i4]Yassine Habchi, Hamza Kheddar, Yassine Himeur, Abdelkrim Boukabou, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad:
Deep Transfer Learning for Kidney Cancer Diagnosis. CoRR abs/2408.04318 (2024) - [i3]Yassine Himeur, Nour Aburaed, Omar Elharrouss, Iraklis Varlamis, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad:
Applications of Knowledge Distillation in Remote Sensing: A Survey. CoRR abs/2409.12111 (2024) - [i2]Alyazia Al Shamsi, Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad:
Advancements in Ship Detection: Comparative Analysis of Optical and Hyperspectral Sensors. CoRR abs/2410.10888 (2024) - 2023
- [j10]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, Saeed Al-Mansoori, Jaime Zabalza, Stephen Marshall, Hussain Al-Ahmad:
Tri-CNN: A Three Branch Model for Hyperspectral Image Classification. Remote. Sens. 15(2): 316 (2023) - [j9]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
A Review of Spatial Enhancement of Hyperspectral Remote Sensing Imaging Techniques. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2275-2300 (2023) - [c71]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution. EUSIPCO 2023: 456-460 - [c70]Leena El Neel, M. Sami Zitouni, Husamuldin Mukhtar, Hussain Al-Ahmad:
Forecasting Global Mean Sea Level Rise using Autoregressive Models. ICECS 2023: 1-4 - [c69]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
Bayesian Hybrid Loss for Hyperspectral SISR Using 3D Wide Residual CNN. ICIP 2023: 2115-2119 - [c68]Mina Al-Saad, Nour Aburaed, Mohammed Q. Alkhatib, Mohammad Sami Zitouni, Hussain Al-Ahmad:
An Enhanced UNet Model to Detect Water Bodies From Remote Sensing Data. ICIT 2023: 411-415 - [c67]Alyazia Al Shamsi, Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad:
Advancements in Ship Detection: Comparative Analysis of Optical and Hyperspectral Sensors. ICSPIS 2023: 122-126 - [c66]Mina Al-Saad, Nour Aburaed, M. Sami Zitouni, Mohammed Q. Alkhatib, Saeed Al-Mansoori, Hussain Al-Ahmad:
A Robust Change Detection Methodology for Flood Events Using SAR Images. IGARSS 2023: 341-344 - [c65]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
Hyperspectral Data Scarcity Problem from a Super Resolution Perspective: Data Augmentation Analysis and Scheme. IGARSS 2023: 5057-5056 - [c64]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, Mohammad Sami Zitouni, Hussain Al-Ahmad:
PolSAR Image Classification Using Attention Based Shallow to Deep Convolutional Neural Network. IGARSS 2023: 8034-8037 - [c63]Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad:
High-Resolution Khalifa Satellite Imagery with AI-Powered Super Resolution Generative Adversarial Networks. ISPA 2023: 1-4 - [c62]Alavikunhu Panthakkan, Wathiq Mansoor, Hussain Al-Ahmad:
Accurate UAV-Based Vehicle Detection: The Cutting-Edge YOLOv7 Approach. ISPA 2023: 1-4 - [c61]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, M. Sami Zitouni, Hussain Al-Ahmad:
Attention Based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification. WHISPERS 2023: 1-5 - [i1]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, M. Sami Zitouni, Hussain Al-Ahmad:
Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification. CoRR abs/2311.01624 (2023) - 2022
- [j8]Alavikunhu Panthakkan, Anzar S. M., Saeed Al-Mansoori, Wathiq Mansoor, Hussain Al-Ahmad:
A systematic comparison of transfer learning models for COVID-19 prediction. Intell. Decis. Technol. 16(3): 557-574 (2022) - [c60]Nour Aburaed, Mina Al-Saad, Saeed Al-Mansoori, Hussain Al-Ahmad:
A Study on the Autonomous Detection of Impact Craters. ANNPR 2022: 181-194 - [c59]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
A Comparative Study of Loss Functions for Hyperspectral SISR. EUSIPCO 2022: 484-487 - [c58]Marwa Chendeb El Rai, Muna Darweesh, Mina Al-Saad, Wathiq Mansoor, Hussain Al-Ahmad:
SemiSegPolyp: Semi-Supervised Polyp Segmentation using Graph Signals. ICECS 2022 2022: 1-4 - [c57]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, Saeed Al-Mansoori, Hussain Al-Ahmad:
Dimensionality Reduction Techniques with Hydranet Framework for HSI Classification. ICIP 2022: 3151-3155 - [c56]Alavikunhu Panthakkan, Najiya Valappil, Majida Appathil, Seema Verma, Wathiq Mansoor, Hussain Al-Ahmad:
Performance Comparison of Credit Card Fraud Detection System using Machine Learning. ICSPIS 2022: 17-21 - [c55]Mina Al-Saad, Nour Aburaed, Saeed Al-Mansoori, Wathiq Mansoor, Hussain Al-Ahmad:
A Study on Deep Learning Approaches for Mars Weather Forecasting. ICSPIS 2022: 76-79 - [c54]Shahad Elshehaby, Mina Al-Saad, Alavikunhu Panthakkan, Hussain Al-Ahmad:
Cuneiform Symbols Identification System using Correlation Technique. ICSPIS 2022: 119-122 - [c53]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
SISR of Hyperspectral Remote Sensing Imagery Using 3D Encoder-Decoder RUNet Architecture. IGARSS 2022: 1516-1519 - [c52]Mina Al-Saad, Nour Aburaed, Saeed Al-Mansoori, Hussain Al-Ahmad:
Autonomous Palm Tree Detection from Remote Sensing Images - UAE Dataset. IGARSS 2022: 2191-2194 - [c51]Alavikunhu Panthakkan, Anzar S. M., Saeed Al-Mansoori, Hussain Al-Ahmad:
Hybrid Watermarking Algorithm to Protect and Authenticate KhalifaSat Imagery using DWT-SVD and SHA3 Hash Key. IPAS 2022: 1-6 - [c50]Alavikunhu Panthakkan, Najiya Valappil, Saeed Al-Mansoori, Hussain Al-Ahmad:
AI based Automatic Vehicle Detection from Unmanned Aerial Vehicles (UAV) using YOLOv5 Model. IPAS 2022: 1-5 - 2021
- [j7]Anzar S. M., N. P. Subheesh, Alavikunhu Panthakkan, Shanid Malayil, Hussain Al-Ahmad:
Random Interval Attendance Management System (RIAMS): A Novel Multimodal Approach for Post-COVID Virtual Learning. IEEE Access 9: 91001-91016 (2021) - [j6]Alavikunhu Panthakkan, Anzar S. M., Saeed Al-Mansoori, Hussain Al-Ahmad:
A novel DeepNet model for the efficient detection of COVID-19 for symptomatic patients. Biomed. Signal Process. Control. 68: 102812 (2021) - [j5]Diena Al Dogom, Rami Al-Ruzouq, Bahareh Kalantar, Karen Schuckman, Saeed Al-Mansoori, Sunanda Mukherjee, Hussain Al-Ahmad, Naonori Ueda:
Geospatial Multicriteria Analysis for Earthquake Risk Assessment: Case Study of Fujairah City in the UAE. J. Sensors 2021: 1-25 (2021) - [c49]Nour Aburaed, Mina Al-Saad, Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad, Stephen Marshall:
A Hybrid Rexception Network for COVID-19 Classification from Chest X-Ray Images. ICECS 2021: 1-5 - [c48]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
3D Expansion of SRCNN for Spatial Enhancement of Hyperspectral Remote Sensing Images. ICSPIS 2021: 9-12 - [c47]Mina Al-Saad, Nour Aburaed, Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad:
Protection and Authentication of Dubai Digital Elevation Model using Hybrid Watermarking Technique. ICSPIS 2021: 13-16 - [c46]Marwa Chendeb El Rai, Mina Al-Saad, Muna Darweesh, Saeed Al-Mansoori, Hussain Al-Ahmad, Wathiq Mansoor:
Moving Objects Segmentation in Infrared Scene Videos. ICSPIS 2021: 17-20 - [c45]Haritha Harikrishnan, Alya A. AlMaazmi, Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad:
Geometric Validation Algorithms for DMSAT-1. ICSPIS 2021: 21-24 - [c44]Mohammed Eshaq, Ibrahim Al-Midfa, Eisa Al-Shamsi, Zakareyya Al-Shamsi, Shadi Atalla, Saeed Al-Mansoori, Hussain Al-Ahmad:
Information Processing and Digital Communications in a Modular Satellite. ICSPIS 2021: 72-75 - 2020
- [c43]Marwa Chendeb El Rai, Nour Aburaed, Mina Al-Saad, Hussain Al-Ahmad, Saeed Al-Mansoori, Stephen Marshall:
Integrating Deep Learning with Active Contour Models in Remote Sensing Image Segmentation. ICECS 2020: 1-4 - [c42]Alavikunhu Panthakkan, Anzar S. M., Saeed Al-Mansoori, Hussain Al-Ahmad:
Accurate Prediction of COVID-19 (+) Using AI Deep VGG16 Model. ICSPIS 2020: 1-4 - [c41]Marwa Chendeb El Rai, Hussain Al-Ahmad, Omar Mohamed Gouda, Dina J. Jamal, Manar Abu Talib, Qassim Nasir:
Fighting Deepfake by Residual Noise Using Convolutional Neural Networks. ICSPIS 2020: 1-4
2010 – 2019
- 2018
- [c40]Nour Aburaed, Alavikunhu Panthakkan, Husameldin Mukhtar, Wathiq Mansoor, Saeed Al-Mansoori, Hussain Al-Ahmad:
Autonomous Building Detection Using Region Properties and PCA. ICSPIS 2018: 1-4 - [c39]Shibani Hamsa, Alavikunhu Panthakkan, Saeed Al-Mansoori, Husain Alahamed:
Automatic Vehicle Detection from Aerial Images using Cascaded Support Vector Machine and Gaussian Mixture Model. ICSPIS 2018: 1-4 - [c38]Mina Talal, Alavikunhu Panthakkan, Husameldin Mukhtar, Wathiq Mansoor, Saeed Al-Mansoori, Hussain Al-Ahmad:
Detection of Water-Bodies Using Semantic Segmentation. ICSPIS 2018: 1-4 - 2017
- [c37]Alavi Kunhu, Hussain Al-Ahmad, Fatma Taher:
Medical images protection and authentication using hybrid DWT-DCT and SHA256-MD5 hash functions. ICECS 2017: 397-400 - 2016
- [c36]Fatma Taher, Alavi Kunhu, Hussain Al-Ahmad:
A new hybrid watermarking algorithm for MRI medical images using DWT and hash functions. EMBC 2016: 1212-1215 - [c35]Khalid Alzarouni, Abdulqader Nael Mahmoud, Hamza Al Maharmeh, Fatma Taher, Hussain Al-Ahmad:
Two dimensional filters for improving the resolution of up-sampled video files. IIT 2016: 1-6 - [c34]Abdulqader Nael Mahmoud, Fatma Taher, Hussain Al-Ahmad:
Two dimensional filters for enhancing the resolution of interpolated CT scan images. IIT 2016: 1-6 - [c33]Sohailah Alyammahi, Fatma Taher, Hussain Al-Ahmad, Tim McGloughlin:
A new multiple watermarking scheme for copyright protection and image authentication. MWSCAS 2016: 1-4 - [c32]Alaa El Khatib, Naoufel Werghi, Hussain Al-Ahmad:
Enhancing automatic polyp detection accuracy using fusion techniques. MWSCAS 2016: 1-4 - 2015
- [j4]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Computer Aided Diagnosis System for Early Lung Cancer Detection. Algorithms 8(4): 1088-1110 (2015) - [c31]Alaa El Khatib, Naoufel Werghi, Hussain Al-Ahmad:
Automatic polyp detection: A comparative study. EMBC 2015: 2669-2672 - [c30]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Rule based classification of sputum images for early lung cancer detection. ICECS 2015: 29-32 - [c29]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Computer aided diagnosis system for early lung cancer detection. IWSSIP 2015: 5-8 - [c28]Sohailah Makhmasi, Fatma Taher, Hussain Al-Ahmad, Tim McGloughlin:
A Novel Multiple Watermarking Algorithm for Patient Identification and Integrity Control. UKSim 2015: 310-315 - 2014
- [j3]Aruna Vivekanand, Naoufel Werghi, Hussain Al-Ahmad:
Multiscale Roughness Approach for Assessing Posterior Capsule Opacification. IEEE J. Biomed. Health Informatics 18(6): 1923-1931 (2014) - [c27]Walid Alakk, Hussain Al-Ahmad:
A New Watermarking Algorithm for Scanned Grey PDF Files Using Robust Logo and Hash Function. BCS International IT Conferenc 2014 - [c26]Taha Dawood Jassim, Hussain Al-Ahmad, Raed A. Abd-Alhameed, Ahmed Al-Gindy:
Two Levels Block Based Wavelet Watermarking Algorithm For Still Colour Images. BCS International IT Conferenc 2014 - [c25]Saeed Al Nuaimi, Hussain Al-Ahmad, Mohammed E. Al-Mualla:
2D sub-optimum filters for sharpening interpolated satellite images by optimizing the structural similarity index measure. CSNDSP 2014: 668-672 - [c24]Walid Alakk, Hussain Al-Ahmad, Alavi Kunhu:
A new watermarking algorithm for scanned grey PDF files using DWT and hash function. CSNDSP 2014: 690-693 - [e1]Hussain Al-Ahmad:
Mobility, Intelligent Networks &Smart Societies, Proceedings of the 2nd BCS International IT Conference 2014, Abu Dhabi, United Arab Emirates, 9 - 10 March 2014. Workshops in Computing, BCS 2014 [contents] - 2013
- [j2]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad, Christian Donner:
Extraction and Segmentation of Sputum Cells for Lung Cancer Early Diagnosis. Algorithms 6(3): 512-531 (2013) - [j1]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Automatic Sputum Color Image Segmentation for Lung Cancer Diagnosis. KSII Trans. Internet Inf. Syst. 7(1): 68-80 (2013) - [c23]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Segmentation of sputum color image for lung cancer diagnosis based on mean shift algorithm. AFRICON 2013: 1-6 - [c22]Alavi Kunhu, Hussain Al-Ahmad:
A New Watermarking Algorithm for Color Satellite Images Using Color Logos and Hash Functions. CICSyN 2013: 251-255 - [c21]Sultan Al-Shehhi, Mohammed Al-Muhairi, Dalia Abuoeida, Hussain Al-Ahmed, Naoufel Werghi, Alavi Kunhu:
Robust and Fragile Watermarking Scheme Based on DCT and Hash Function for Color Satellite Images. DeSE 2013: 253-258 - [c20]Fatma Taher, Hussain Al-Ahmad, Naoufel Werghi:
Early detection of lung cancer based on sputum color image analysis. ICECS 2013: 62-63 - [c19]Alavi Kunhu, Hussain Al-Ahmad:
A new multi watermarking algorithm based on DWT and hash functions for color satellite images. ICECS 2013: 429-432 - [c18]Aruna Vivekanand, Naoufel Werghi, Hussain Al-Ahmad:
Automated image assessment of posterior capsule opacification using Hölder exponents. ICECS 2013: 538-541 - [c17]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Comparison of Hopfield Neural Network and mean shift algorithm in segmenting sputum color images for lung Cancer Diagnosis. ICECS 2013: 649-652 - [c16]Taha Dawood Jassim, Raed A. Abd-Alhameed, Hussain Al-Ahmad:
New Robust and Fragile Watermarking Scheme for Colour Images Captured by Mobile Phone Cameras. UKSim 2013: 465-469 - 2012
- [c15]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Bayesian classification and artificial neural network methods for lung cancer early diagnosis. ICECS 2012: 773-776 - [c14]Naoufel Werghi, Christian Donner, Fatma Taher, Hussain Al-Ahmad:
Detection and segmentation of sputum cell for early lung cancer detection. ICIP 2012: 2813-2816 - [c13]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Sputum image detection and extraction for lung cancer early diagnosis. ISSPA 2012: 864-869 - [c12]Kamal A. Ahmed, Hussain Al-Ahmad, Patrick Gaydecki:
A New Algorithm for Watermarking Colour Images Using the Green Channel. NDT (2) 2012: 302-311 - 2010
- [c11]Luis Weruaga, Hussain Al-Ahmad:
Frequency-selective autoregressive estimation in noise. ICASSP 2010: 3854-3857 - [c10]Ammar Al Muhairi, Hosni Ghedira, Hussain Al-Ahmad, Ali M. Dawood:
Using medium and high resolution satellite images in monitoring water quality surrounding the discharges of desalination plants in the UAE. IGARSS 2010: 612-615 - [c9]Abdulla Bushahab, Hosni Ghedira, Khaled Mubarak, Hussain Al-Ahmad, Ali M. Dawood:
Combing MSG thermal channels with meteorological data for fog forecasting and mapping over desert areas in the UAE. IGARSS 2010: 3530-3533
2000 – 2009
- 2009
- [c8]Ahmed Al-Gindy, Hussain Al-Ahmad, Rami Qahwaji, Ayman Tawfik:
Watermarking of colour images in the DCT domain using Y channel. AICCSA 2009: 1025-1028 - 2008
- [c7]Jeedella S. Jeedella, Hussain Al-Ahmad, Mohammed E. Al-Mualla, Jim M. Noras:
Design of transient second-order IIR filters with optimum dynamic frequency responses. ICECS 2008: 1171-1174 - 2007
- [c6]Ahmed Al-Gindy, Ayman Tawfik, Hussain Al-Ahmad, Rami Qahwaji:
A New Blind Image Watermarking Technique for Dual Watermarks Using Low-Frequency Band DCT Coefficients. ICECS 2007: 538-541 - [c5]Jeedella S. Jeedella, Hussain Al-Ahmad, Mohammed E. Al-Mualla, Jim M. Noras:
A New Method for Initializing Real Second Order IIR Notch Filters. ICECS 2007: 800-803 - [c4]Jeedella S. Jeedella, Hussain Al-Ahamad, Mohammed E. Al-Mualla, Jim M. Noras:
Design and analysis of transient IIR filters with multiple frequency initialization using equivalent FIR filters. ISSPA 2007: 1-4 - 2006
- [c3]Jeedella S. Jeedella, Hussain Al-Ahmad, Mohammed E. Al-Mualla, Jim M. Noras:
Improved Transient Frequency Response of IIR Filters with Multiple Frequency Initialization. ICECS 2006: 740-743 - 2005
- [c2]Jeedella S. Jeedella, Hussain Al-Ahamad, Mohammed E. Al-Mualla:
Optimum bandwidth IIR notch filters with multiple frequency initializations. ICECS 2005: 1-4 - 2003
- [c1]Hussain Al-Ahmed, Reyad El-Khazali:
A new technique for initializing digital IIR filters at two frequencies. ICECS 2003: 64-67
Coauthor Index
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