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Journal Articles
- 2024
[j25]Marriam Nawaz, Ali Javed
, Aun Irtaza:
A deep learning model for FaceSwap and face-reenactment deepfakes detection. Appl. Soft Comput. 162: 111854 (2024)- [j24]Marriam Nawaz, Sumera Saleem, Momina Masood, Junaid Rashid, Tahira Nazir:
COVID-ECG-RSNet: COVID-19 classification from ECG images using swish-based improved ResNet model. Biomed. Signal Process. Control. 89: 105801 (2024) - [j23]Marriam Nawaz, Tahira Nazir:
EDet-BTR: EfficientDet-based brain tumor recognition from the magnetic resonance imaging. Biomed. Signal Process. Control. 96: 106618 (2024) - [j22]Marriam Nawaz, Tahira Nazir, Ali Javed, Sherif Tawfik Amin, Fathe Jeribi, Ali Tahir:
CoffeeNet: A deep learning approach for coffee plant leaves diseases recognition. Expert Syst. Appl. 237(Part B): 121481 (2024) - [j21]Fathe Jeribi, Tahira Nazir, Marriam Nawaz, Ali Javed, Mohammed Hameed Alhameed, Ali Tahir:
Recognition of diabetic retinopathy and macular edema using deep learning. Medical Biol. Eng. Comput. 62(9): 2687-2701 (2024) - [j20]Marriam Nawaz, Ali Javed, Aun Irtaza:
Convolutional long short-term memory-based approach for deepfakes detection from videos. Multim. Tools Appl. 83(6): 16977-17000 (2024) - [j19]Saleh Albahli, Marriam Nawaz:
MedNet: Medical deepfakes detection using an improved deep learning approach. Multim. Tools Appl. 83(16): 48357-48375 (2024) - 2023
- [j18]Momina Masood, Marriam Nawaz, Tahira Nazir, Ali Javed, Reem Alkanhel, Hela Elmannai, Sami Dhahbi, Sami Bourouis:
MaizeNet: A Deep Learning Approach for Effective Recognition of Maize Plant Leaf Diseases. IEEE Access 11: 52862-52876 (2023) - [j17]Momina Masood, Marriam Nawaz, Khalid Mahmood Malik, Ali Javed, Aun Irtaza, Hafiz Malik:
Deepfakes generation and detection: state-of-the-art, open challenges, countermeasures, and way forward. Appl. Intell. 53(4): 3974-4026 (2023) - [j16]Yahya Alqahtani, Marriam Nawaz, Tahira Nazir, Ali Javed, Fathe Jeribi, Ali Tahir:
An improved deep learning approach for localization and recognition of plant leaf diseases. Expert Syst. Appl. 230: 120717 (2023) - [j15]Saleh Albahli, Tahira Nazir, Marriam Nawaz, Aun Irtaza:
An improved DenseNet model for prediction of stock market using stock technical indicators. Expert Syst. Appl. 232: 120903 (2023) - [j14]Rabbia Mahum, Aun Irtaza, Marriam Nawaz, Tahira Nazir, Momina Masood, Sarang Shaikh, Emad Abouel Nasr:
A robust framework to generate surveillance video summaries using combination of zernike moments and r-transform and deep neural network. Multim. Tools Appl. 82(9): 13811-13835 (2023) - [j13]Huma Qayyum, Farooq Ali, Marriam Nawaz, Tahira Nazir:
FRD-LSTM: a novel technique for fake reviews detection using DCWR with the Bi-LSTM method. Multim. Tools Appl. 82(20): 31505-31519 (2023) - [j12]Hareem Kibriya, Rashid Amin, Jinsul Kim, Marriam Nawaz, Rahma Gantassi:
A Novel Approach for Brain Tumor Classification Using an Ensemble of Deep and Hand-Crafted Features. Sensors 23(10): 4693 (2023) - [j11]Marriam Nawaz, Ali Javed, Aun Irtaza:
ResNet-Swish-Dense54: a deep learning approach for deepfakes detection. Vis. Comput. 39(12): 6323-6344 (2023) - 2022
- [j10]Tahira Nazir, Marriam Nawaz, Momina Masood, Ali Javed:
Copy move forgery detection and segmentation using improved mask region-based convolution network (RCNN). Appl. Soft Comput. 131: 109778 (2022) - [j9]Marriam Nawaz, Momina Masood, Ali Javed, Tahira Nazir:
Faceswap based deepfakes detection. Int. Arab J. Inf. Technol. 19(6): 891-896 (2022) - [j8]Marriam Nawaz, Tahira Nazir, Momina Masood, Farooq Ali, Muhammad Attique Khan, Usman Tariq, Naveera Sahar, Robertas Damasevicius:
Melanoma segmentation: A framework of improved DenseNet77 and UNET convolutional neural network. Int. J. Imaging Syst. Technol. 32(6): 2137-2153 (2022) - [j7]Hareem Kibriya, Momina Masood, Marriam Nawaz, Tahira Nazir:
Multiclass classification of brain tumors using a novel CNN architecture. Multim. Tools Appl. 81(21): 29847-29863 (2022) - [j6]Marriam Nawaz, Tahira Nazir, Ali Javed, Usman Tariq, Hwan-Seung Yong, Muhammad Attique Khan, Jaehyuk Cha:
An Efficient Deep Learning Approach to Automatic Glaucoma Detection Using Optic Disc and Optic Cup Localization. Sensors 22(2): 434 (2022) - 2021
- [j5]Momina Masood, Tahira Nazir, Marriam Nawaz, Ali Javed, Munwar Iqbal, Awais Mehmood:
Brain tumor localization and segmentation using mask RCNN. Frontiers Comput. Sci. 15(6): 156338 (2021) - [j4]Marriam Nawaz, Tahira Nazir, Momina Masood:
Glaucoma detection using tetragonal local octa patterns and SVM from retinal images. Int. Arab J. Inf. Technol. 18(5): 686-693 (2021) - [j3]Marriam Nawaz, Zahid Mehmood, Muhammad Bilal, Asmaa Mahdi Munshi, Muhammad Rashid, Rehan Mehmood Yousaf, Amjad Rehman, Tanzila Saba:
Single and multiple regions duplication detections in digital images with applications in image forensic. J. Intell. Fuzzy Syst. 40(6): 10351-10371 (2021) - [j2]Marriam Nawaz, Momina Masood, Ali Javed, Javed Iqbal, Tahira Nazir, Awais Mehmood, Rehan Ashraf:
Melanoma localization and classification through faster region-based convolutional neural network and SVM. Multim. Tools Appl. 80(19): 28953-28974 (2021) - [j1]Tahira Nazir, Marriam Nawaz, Junaid Rashid, Rabbia Mahum, Momina Masood, Awais Mehmood, Farooq Ali, Jungeun Kim, Hyuk-Yoon Kwon, Amir Hussain:
Detection of Diabetic Eye Disease from Retinal Images Using a Deep Learning Based CenterNet Model. Sensors 21(16): 5283 (2021)
Conference and Workshop Papers
- 2023
- [c2]Marriam Nawaz, Tahira Nazir, Muhammad Attique Khan, Venkatesan Rajinikanth, Seifedine Nimer Kadry:
Plant Disease Classification Using VGG-19 Based Faster-RCNN. ICACDS 2023: 277-289 - [c1]Marriam Nawaz, Ali Javed, Tahira Nazir, Muhammad Attique Khan, Venkatesan Rajinikanth, Seifedine Nimer Kadry:
Classification of Real and Deepfakes Visual Samples with Pre-trained Deep Learning Models. ICACDS 2023: 290-303
Informal and Other Publications
- 2021
- [i1]Momina Masood, Marriam Nawaz, Khalid Mahmood Malik, Ali Javed, Aun Irtaza:
Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward. CoRR abs/2103.00484 (2021)
Coauthor Index
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