FGR-Net:Interpretable fundus imagegradeability classification based on deepreconstruction learning

Authors: Khalid, Saif, Rashwan, Hatem A., Abdulwahab, Saddam, Abdel-Nasser, Mohamed, Quiroga, Facundo Manuel, Puig, Domenec

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2409.10246

Robust Yet Simple Deep Learning-Based Ensemble Approach for Assessing Diabetic Retinopathy in Fundus Images

Authors: Khalid, Saif, Abdulwahab, Saddam, Rashwan, Hatem A., Abdel-Nasser, Mohamed, Sharaf, Najwa, Puig, Domenec

Source: 2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT) Multimedia, Signal Processing and Communication Technologies (IMPACT), 2022 5th International Conference on. :1-5 Nov, 2022

Relation: 2022 5th International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT)

GCNDepth: Self-supervised Monocular Depth Estimation based on Graph Convolutional Network

Authors: Masoumian, Armin, Rashwan, Hatem A., Abdulwahab, Saddam, Cristiano, Julian, Puig, Domenec

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2112.06782

Absolute distance prediction based on deep learning object detection and monocular depth estimation models

Authors: Masoumian, Armin, Marei, David G. F., Abdulwahab, Saddam, Cristiano, Julian, Puig, Domenec, Rashwan, Hatem A.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2111.01715

Matching Tumour Candidate Points in Multiple Mammographic Views for Breast Cancer Detection

Authors: Abdel-Nasser, Mohamed, Moreno, Antonio, Abdelwahab, Mohamed A., Saleh, Adel, Abdulwahab, Saddam, Singh, Vivek K., Puig, Domenec

Source: 2019 International Conference on Innovative Trends in Computer Engineering (ITCE) Innovative Trends in Computer Engineering (ITCE), 2019 International Conference on. :202-207 Feb, 2019

Relation: 2019 International Conference on Innovative Trends in Computer Engineering (ITCE)

FGR-Net: Interpretable fundus image gradeability classification based on deep reconstruction learning

Authors: Khalid, Saif, Rashwan, Hatem A., Abdulwahab, Saddam, Abdel-Nasser, Mohamed, Quiroga, Facundo Manuel, Puig, Domenec

Source: In Expert Systems With Applications 15 March 2024 238 Part C

Deep visual embedding for image classification

Authors: Saleh, Adel, Abdel-Nasser, Mohamed, Sarker, Md. Mostafa Kamal, Singh, Vivek Kumar, Abdulwahab, Saddam, Saffari, Nasibeh, Garcia, Miguel Angel, Puig, Domenec

Source: 2018 International Conference on Innovative Trends in Computer Engineering (ITCE) Innovative Trends in Computer Engineering (ITCE), 2018 International Conference on. :31-35 Feb, 2018

Relation: 2018 International Conference on Innovative Trends in Computer Engineering (ITCE)

GCNDepth: Self-supervised monocular depth estimation based on graph convolutional network

Authors: Masoumian, Armin, Rashwan, Hatem A., Abdulwahab, Saddam, Cristiano, Julián, Asif, M. Salman, Puig, Domenec

Source: Neurocomputing. 517:81-92

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100188158344.0x000001&indx=1&recIds=ETOCvdc_100188158344.0x000001

REFUGE CHALLENGE 2018-Task 2:Deep Optic Disc and Cup Segmentation in Fundus Images Using U-Net and Multi-scale Feature Matching Networks

Authors: Singh, Vivek Kumar, Rashwan, Hatem A., Saleh, Adel, Akram, Farhan, Sarker, Md Mostafa Kamal, Pandey, Nidhi, Abdulwahab, Saddam

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/1807.11433

Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network

Authors: Singh, Vivek Kumar, Rashwan, Hatem, Akram, Farhan, Pandey, Nidhi, Sarker, Md. Mostaf Kamal, Saleh, Adel, Abdulwahab, Saddam, Maaroof, Najlaa, Romani, Santiago, Puig, Domenec

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/1806.03905

SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks

Authors: Sarker, Md. Mostafa Kamal, Rashwan, Hatem A., Akram, Farhan, Banu, Syeda Furruka, Saleh, Adel, Singh, Vivek Kumar, Chowdhury, Forhad U H, Abdulwahab, Saddam, Romani, Santiago, Radeva, Petia, Puig, Domenec

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/1805.10241

Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification

Authors: Singh, Vivek Kumar, Romani, Santiago, Rashwan, Hatem A., Akram, Farhan, Pandey, Nidhi, Sarker, Md. Mostafa Kamal, Barrena, Jordina Torrents, Abdulwahab, Saddam, Saleh, Adel, Arquez, Miguel, Arenas, Meritxell, Puig, Domenec

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/1805.10207

Promising Depth Map Prediction Method from a Single Image Based on Conditional Generative Adversarial Network
International conference of the Catalan association of artificial intelligence

Authors: Abdulwahab, Saddam, Rashwan, Hatem A., Masoumian, Armin, Sharaf, Najwa, Puig, Domenec

Source: Frontiers in artificial intelligence and applications. 339:392-401

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607550279&indx=1&recIds=ETOCCN607550279

Efficient Fundus Image Gradeability Approach Based on Deep Reconstruction-Classification Network
International conference of the Catalan association of artificial intelligence

Authors: Khalid, Saif, Abdulwahab, Saddam, Rashwan, Hatem A., Cristiano, Julián, Abdel-Nasser, Mohamed, Puig, Domenec

Source: Frontiers in artificial intelligence and applications. 339:402-414

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607550280&indx=1&recIds=ETOCCN607550280

VISTA: vision improvement via split and reconstruct deep neural network for fundus image quality assessment.

Authors: Khalid, Saif (AUTHOR), Abdulwahab, Saddam (AUTHOR), Stanchi, Oscar Agustín (AUTHOR), Quiroga, Facundo Manuel (AUTHOR), Ronchetti, Franco (AUTHOR), Puig, Domenec (AUTHOR), Rashwan, Hatem A. (AUTHOR)

Source: Neural Computing & Applications. Dec2024, Vol. 36 Issue 36, p23149-23168. 20p.

Subjects: ARTIFICIAL neural networks, IMAGE recognition (Computer vision), RETINAL diseases, DIABETIC retinopathy, DEEP learning

MGNet: Depth Map Prediction from a Single Photograph Using a Multi-Generative Network
International conference of the Catalan association for artificial intelligence

Authors: Abdulwahab, Saddam, Rashwan, Hatem A., Sharaf, Najwa, Puig, Domenec

Source: Frontiers in artificial intelligence and applications. 319:356-364

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN605630477&indx=1&recIds=ETOCCN605630477

Deep Monocular Depth Estimation Based on Content and Contextual Features.

Authors: Abdulwahab, Saddam¹ (AUTHOR), Rashwan, Hatem A.¹ (AUTHOR) hatem.abdellatif@urv.cat, Sharaf, Najwa¹ (AUTHOR), Khalid, Saif¹ (AUTHOR), Puig, Domenec¹ (AUTHOR)

Source: Sensors (14248220). Mar2023, Vol. 23 Issue 6, p2919. 17p.

Subject Terms: *MONOCULARS, *IMAGE segmentation, *DEEP learning

Adversarial Learning for Depth and Viewpoint Estimation From a Single Image

Authors: Abdulwahab, Saddam, Rashwan, Hatem A., Garcia, Miguel Angel, Jabreel, Mohammed, Chambon, Sylvie, Puig, Domenec

Source: IEEE transactions on circuits and systems for video technology. 30(9):2947-2958

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100106372922.0x000001&indx=1&recIds=ETOCvdc_100106372922.0x000001

Action representation and recognition through temporal co-occurrence of flow fields and convolutional neural networks

Authors: Rashwan, Hatem A., Garcia, Miguel Angel, Abdulwahab, Saddam, Puig, Domenec

Source: Multimedia tools and applications. 79(45-46):34141-34158

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100190788215.0x000001&indx=1&recIds=ETOCvdc_100190788215.0x000001

Monocular depth map estimation based on a multi-scale deep architecture and curvilinear saliency feature boosting.

Authors: Abdulwahab, Saddam¹ (AUTHOR) saddam.abdulwahab@urv.cat, Rashwan, Hatem A.¹ (AUTHOR), Garcia, Miguel Angel² (AUTHOR), Masoumian, Armin¹ (AUTHOR), Puig, Domenec¹ (AUTHOR)

Source: Neural Computing & Applications. Oct2022, Vol. 34 Issue 19, p16423-16440. 18p.

Subject Terms: *MONOCULARS, *ROBOT vision, *DRIVERLESS cars, *EXERCISE intensity