Hatem A. Rashwan

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 71

Top Topics

Video Surveillance

Lesion Segmentation

Top Venues

Expert Syst. Appl.

Publications

Eddardaa Ben Loussaief, Mohammed Ayad, Domenec Puig, Hatem A. Rashwan
Adaptive Affinity-Based Generalization For MRI Imaging Segmentation Across Resource-Limited Settings. CoRR (2024)
Saif Khalid, Hatem A. Rashwan, Saddam Abdulwahab, Mohamed Abdel-Nasser, Facundo Manuel Quiroga, Domenec Puig
FGR-Net: Interpretable fundus image gradeability classification based on deep reconstruction learning. Expert Syst. Appl. 238 (Part C) (2024)
Eddardaa Ben Loussaief, Hatem A. Rashwan, Mohammed Ayad, Mohammed Zakaria Hassan, Domenec Puig
Knowledge Distillation for Adaptive MRI Prostate Segmentation Based on Limit-Trained Multi-Teacher Models. CoRR (2023)
Armin Masoumian, Hatem A. Rashwan, Saddam Abdulwahab, Julián Cristiano, M. Salman Asif, Domenec Puig
GCNDepth: Self-supervised monocular depth estimation based on graph convolutional network. Neurocomputing 517 (2023)
Gaurav Kumar Yadav, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig, Gora Chand Nandi
Implicit regularization of a deep augmented neural network model for human motion prediction. Appl. Intell. 53 (14) (2023)
Ammar M. Okran, Adel Saleh, Domenec Puig, Hatem A. Rashwan
Stacking Up for Success: A Cascade Network Model for Efficient Road Crack Segmentation. CCIA (2023)
Saddam Abdulwahab, Hatem A. Rashwan, Najwa Sharaf, Saif Khalid, Domenec Puig
Deep Monocular Depth Estimation Based on Content and Contextual Features. Sensors 23 (6) (2023)
Daniel Padilla Carrasco, Hatem A. Rashwan, Miguel Ángel García, Domenec Puig
T-YOLO: Tiny Vehicle Detection Based on YOLO and Multi-Scale Convolutional Neural Networks. IEEE Access 11 (2023)
Aditya Singh, Raghav Narula, Hatem A. Rashwan, Mohamed Abdel-Nasser, Domenec Puig, Gora Chand Nandi
Efficient deep learning-based semantic mapping approach using monocular vision for resource-limited mobile robots. Neural Comput. Appl. 34 (18) (2022)
Armin Masoumian, Hatem A. Rashwan, Julián Cristiano, M. Salman Asif, Domenec Puig
Monocular Depth Estimation Using Deep Learning: A Review. Sensors 22 (14) (2022)
Joao Paulo Schwarz Schuler, Santiago Romani Also, Domenec Puig, Hatem A. Rashwan, Mohamed Abdel-Nasser
An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints. Entropy 24 (9) (2022)
Ammar M. Okran, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
Effective Deep Learning-Based Ensemble Model for Road Crack Detection. Big Data (2022)
Ammar M. Okran, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
A Curated Dataset for Crack Image Analysis: Experimental Verification and Future Perspectives. CCIA (2022)
Saddam Abdulwahab, Hatem A. Rashwan, Miguel Ángel García, Armin Masoumian, Domenec Puig
Monocular depth map estimation based on a multi-scale deep architecture and curvilinear saliency feature boosting. Neural Comput. Appl. 34 (19) (2022)
Gaurav Kumar Yadav, Benigno Moreno Vidales, Sara Dueñas, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig, Gora Chand Nandi
Predicting Personalized Quality of Life of an Intellectually Disabled Person Utilizing Machine Learning. CCIA (2022)
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Vivek Kumar Singh, Syeda Furruka Banu, Forhad U. H. Chowdhury, Kabir Ahmed Choudhury, Sylvie Chambon, Petia Radeva, Domenec Puig, Mohamed Abdel-Nasser
SLSNet: Skin lesion segmentation using a lightweight generative adversarial network. Expert Syst. Appl. 183 (2021)
Syeda Furruka Banu, Md. Mostafa Kamal Sarker, Mohamed Abdel-Nasser, Domenec Puig, Hatem A. Rashwan
AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation. CoRR (2021)
Saddam Abdulwahab, Hatem A. Rashwan, Armin Masoumian, Najwa Sharaf, Domenec Puig
Promising Depth Map Prediction Method from a Single Image Based on Conditional Generative Adversarial Network. CCIA (2021)
Armin Masoumian, David G. F. Marei, Saddam Abdulwahab, Julián Cristiano, Domenec Puig, Hatem A. Rashwan
Absolute Distance Prediction Based on Deep Learning Object Detection and Monocular Depth Estimation Models. CCIA (2021)
Joao Paulo Schwarz Schuler, Santiago Romani, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches. CCIA (2021)
Armin Masoumian, Pezhman Kazemi, Mohammad Chehreghani Montazer, Hatem A. Rashwan, Domenec Puig-Valls
Designing and Analyzing the PID and Fuzzy Control System for an Inverted Pendulum. CoRR (2021)
Saif Khalid, Saddam Abdulwahab, Hatem A. Rashwan, Julián Cristiano, Mohamed Abdel-Nasser, Domenec Puig
Efficient Fundus Image Gradeability Approach Based on Deep Reconstruction-Classification Network. CCIA (2021)
Joao Paulo Schwarz Schuler, Santiago Romani, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
Grouped Pointwise Convolutions Significantly Reduces Parameters in EfficientNet. CCIA (2021)
Armin Masoumian, Pezhman Kazemi, Mohammad Chehreghani Montazer, Hatem A. Rashwan, Domenec Puig-Valls
Using The Feedback of Dynamic Active-Pixel Vision Sensor (Davis) to Prevent Slip in Real Time. CoRR (2021)
Armin Masoumian, Hatem A. Rashwan, Saddam Abdulwahab, Julián Cristiano, Domenec Puig
GCNDepth: Self-supervised Monocular Depth Estimation based on Graph Convolutional Network. CoRR (2021)
Armin Masoumian, David G. F. Marei, Saddam Abdulwahab, Julián Cristiano, Domenec Puig, Hatem A. Rashwan
Absolute distance prediction based on deep learning object detection and monocular depth estimation models. CoRR (2021)
Syeda Furruka Banu, Md. Mostafa Kamal Sarker, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
WEU-Net: A Weight Excitation U-Net for Lung Nodule Segmentation. CCIA (2021)
Daniel Padilla, Hatem A. Rashwan, Domenec Puig
On Determining Suitable Embedded Devices for Deep Learning Models. CCIA (2021)
Saddam Abdulwahab, Hatem A. Rashwan, Miguel Ángel García, Mohammed Jabreel, Sylvie Chambon, Domenec Puig
Adversarial Learning for Depth and Viewpoint Estimation From a Single Image. IEEE Trans. Circuits Syst. Video Technol. 30 (9) (2020)
Vivek Kumar Singh, Mohamed Abdel-Nasser, Farhan Akram, Hatem A. Rashwan, Md. Mostafa Kamal Sarker, Nidhi Pandey, Santiago Romani, Domenec Puig
Breast tumor segmentation in ultrasound images using contextual-information-aware deep adversarial learning framework. Expert Syst. Appl. 162 (2020)
Armin Masoumian, Mohammad Chehreghani Montazer, Domenec Puig-Valls, Pezhman Kazemi, Hatem A. Rashwan
Designing and Analyzing the PID and Fuzzy Control System for an Inverted Pendulum. ICMRE (2020)
Armin Masoumian, Mohammad Chehreghani Montazer, Domenec Puig-Valls, Pezhman Kazemi, Hatem A. Rashwan
Using The Feedback of Dynamic Active-Pixel Vision Sensor (Davis) to Prevent Slip in Real Time. ICMRE (2020)
Hatem A. Rashwan, Miguel Ángel García, Saddam Abdulwahab, Domenec Puig
Action representation and recognition through temporal co-occurrence of flow fields and convolutional neural networks. Multim. Tools Appl. 79 (45-46) (2020)
Vivek Kumar Singh, Hatem A. Rashwan, Santiago Romani, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Meritxell Arenas, Miguel Arquez, Domenec Puig, Jordina Torrents-Barrena
Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network. Expert Syst. Appl. 139 (2020)
Md. Mostafa Kamal Sarker, Syeda Furruka Banu, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Sylvie Chambon, Petia Radeva, Domenec Puig
Food Places Classification in Egocentric Images Using Siamese Neural Networks. CCIA (2019)
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Syeda Furruka Banu, Farhan Akram, Forhad U. H. Chowdhury, Kabir Ahmed Choudhury, Sylvie Chambon, Petia Radeva, Domenec Puig
MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network. CoRR (2019)
Vivek Kumar Singh, Mohamed Abdel-Nasser, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Alain Lalande, Benoit Presles, Santiago Romani, Domenec Puig
FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-Scale Features and Factorized Channel Attention. IEEE Access 7 (2019)
Vivek Kumar Singh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Md. Mostafa Kamal Sarker, Farhan Akram, Nidhi Pandey, Santiago Romani, Domenec Puig
An Efficient Solution for Breast Tumor Segmentation and Classification in Ultrasound Images Using Deep Adversarial Learning. CoRR (2019)
Vivek Kumar Singh, Mohamed Abdel-Nasser, Hatem A. Rashwan, Farhan Akram, Rami Haffar, Nidhi Pandey, Md. Mostafa Kamal Sarker, Sebastian Kohan, Josep Guma, Santiago Romani, Domenec Puig
Mass Detection in Mammograms Using a Robust Deep Learning Model. CCIA (2019)
Saddam Abdulwahab, Hatem A. Rashwan, Najwa Sharaf, Domenec Puig
MGNet: Depth Map Prediction from a Single Photograph Using a Multi-Generative Network. CCIA (2019)
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig
Recognizing Food Places in Egocentric Photo-Streams Using Multi-Scale Atrous Convolutional Networks and Self-Attention Mechanism. IEEE Access 7 (2019)
Saddam Abdulwahab, Hatem A. Rashwan, Julián Cristiano, Sylvie Chambon, Domenec Puig
Effective 2D/3D Registration using Curvilinear Saliency Features and Multi-Class SVM. VISIGRAPP (5: VISAPP) (2019)
Adel Saleh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Saddam Abdulwahab, Md. Mostafa Kamal Sarker, Miguel Ángel García, Domenec Puig
FinSeg: Finger Parts Semantic Segmentation using Multi-scale Feature Maps Aggregation of FCN. VISIGRAPP (5: VISAPP) (2019)
Hatem A. Rashwan, Sylvie Chambon, Pierre Gurdjos, Géraldine Morin, Vincent Charvillat
Using Curvilinear Features in Focus for Registering a Single Image to a 3D Object. IEEE Trans. Image Process. 28 (9) (2019)
Farhan Akram, Vivek Kumar Singh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Md. Mostafa Kamal Sarker, Nidhi Pandey, Domenec Puig
Adversarial Learning with Multiscale Features and Kernel Factorization for Retinal Blood Vessel Segmentation. CoRR (2019)
Hatem A. Rashwan, Miguel Ángel García, Sylvie Chambon, Domenec Puig
Gait representation and recognition from temporal co-occurrence of flow fields. Mach. Vis. Appl. 30 (1) (2019)
Mohammed Chafik Bakkay, Sylvie Chambon, Hatem A. Rashwan, Christian Lubat, Sébastien Barsotti
Support Vector Machine (SVM) Recognition Approach adapted to Individual and Touching Moths Counting in Trap Images. CoRR (2018)
Vivek Kumar Singh, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Saddam Abdulwahab, Najlaa Maaroof, Santiago Romani, Domenec Puig
Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network. CoRR (2018)
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Syeda Furruka Banu, Adel Saleh, Vivek Kumar Singh, Forhad U. H. Chowdhury, Saddam Abdulwahab, Santiago Romani, Petia Radeva, Domenec Puig
SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks. MICCAI (2) (2018)
Vivek Kumar Singh, Santiago Romani, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Jordina Torrents-Barrena, Adel Saleh, Meritxell Arenas, Domenec Puig
Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification. CoRR (2018)
Vivek Kumar Singh, Santiago Romani, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Saddam Abdulwahab, Jordina Torrents-Barrena, Adel Saleh, Miguel Arquez, Meritxell Arenas, Domenec Puig
Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification. MICCAI (2) (2018)
Hatem A. Rashwan, Sylvie Chambon, Pierre Gurdjos, Géraldine Morin, Vincent Charvillat
Using Curvilinear Features in Focus for Registering a Single Image to a 3D Object. CoRR (2018)
Vivek Kumar Singh, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Saddam Abdulwahab, Najlaa Maaroof, Jordina Torrents-Barrena, Santiago Romani, Domenec Puig
Retinal Optic Disc Segmentation Using Conditional Generative Adversarial Network. CCIA (2018)
Vivek Kumar Singh, Hatem A. Rashwan, Adel Saleh, Farhan Akram, Md. Mostafa Kamal Sarker, Nidhi Pandey, Saddam Abdulwahab
REFUGE CHALLENGE 2018-Task 2: Deep Optic Disc and Cup Segmentation in Fundus Images Using U-Net and Multi-scale Feature Matching Networks. CoRR (2018)
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig
MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-streams. CoRR (2018)
Mohammed Chafik Bakkay, Hatem A. Rashwan, Houssam Salmane, Louahdi Khoudour, D. Puigtt, Yassine Ruichek
BSCGAN: Deep Background Subtraction with Conditional Generative Adversarial Networks. ICIP (2018)
Md. Mostafa Kamal Sarker, Mohammed Jabreel, Hatem A. Rashwan, Syeda Furruka Banu, Vivek Kumar Singh, Antonio Moreno, Petia Radeva, Domenec Puig
CuisineNet: Food Attributes Classification Using Multi-Scale Convolution Network. CCIA (2018)
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Syeda Furruka Banu, Adel Saleh, Vivek Kumar Singh, Forhad U. H. Chowdhury, Saddam Abdulwahab, Santiago Romani, Petia Radeva, Domenec Puig
SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks. CoRR (2018)
Md. Mostafa Kamal Sarker, Mohammed Jabreel, Hatem A. Rashwan, Syeda Furruka Banu, Petia Radeva, Domenec Puig
CuisineNet: Food Attributes Classification using Multi-scale Convolution Network. CoRR (2018)
Antoni Martínez-Ballesté, Hatem A. Rashwan, Domenec Puig, Agusti Solanas
Design and implementation of a secure and trustworthy platform for privacy-aware video surveillance. Int. J. Inf. Sec. 17 (3) (2018)
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig
MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-Streams. ECCV Workshops (5) (2018)
Vivek Kumar Singh, Hatem A. Rashwan, Santiago Romani, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Meritxell Arenas, Miguel Arquez, Domenec Puig, Jordina Torrents-Barrena
Breast Mass Segmentation and Shape Classification in Mammograms Using Deep Neural Networks. CoRR (2018)
Julián Cristiano, Hatem A. Rashwan, Domenec Puig
Study of Obstacle Avoidance Strategies for Efficient Autonomous Navigation of Wheeled Robots in Unknown Environments. WAF (2018)
Mohammed Chafik Bakkay, Sylvie Chambon, Hatem A. Rashwan, Christian Lubat, Sébastien Barsotti
Automatic detection of individual and touching moths from trap images by combining contour-based and region-based segmentation. IET Comput. Vis. 12 (2) (2018)
Nasibeh Saffari, Hatem A. Rashwan, Blas Herrera, Santiago Romani, Meritxell Arenas, Domenec Puig
On Improving Breast Density Segmentation Using Conditional Generative Adversarial Networks. CCIA (2018)
Mohamed Abdel-Nasser, Antonio Moreno, Hatem A. Rashwan, Domenec Puig
Analyzing the evolution of breast tumors through flow fields and strain tensors. Pattern Recognit. Lett. 93 (2017)
Hatem A. Rashwan, Sylvie Chambon, Géraldine Morin, Pierre Gurdjos, Vincent Charvillat
Towards Recognizing of 3D Models Using A Single Image. 3DOR@Eurographics (2017)
Hatem A. Rashwan, Miguel Ángel García, Antoni Martínez-Ballesté, Domenec Puig
Defeating face de-identification methods based on DCT-block scrambling. Mach. Vis. Appl. 27 (2) (2016)
Hatem A. Rashwan, Agusti Solanas, Domenec Puig, Antoni Martínez-Ballesté
Understanding trust in privacy-aware video surveillance systems. Int. J. Inf. Sec. 15 (3) (2016)
Hatem A. Rashwan, Sylvie Chambon, Pierre Gurdjos, Géraldine Morin, Vincent Charvillat
Towards multi-scale feature detection repeatable over intensity and depth images. ICIP (2016)
Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig, Antonio Moreno
Analysis of tissue abnormality and breast density in mammographic images using a uniform local directional pattern. Expert Syst. Appl. 42 (24) (2015)
Mahmoud A. Mohamed, Hatem A. Rashwan, Bärbel Mertsching, Miguel Ángel García, Domenec Puig
Illumination-Robust Optical Flow Using a Local Directional Pattern. IEEE Trans. Circuits Syst. Video Technol. 24 (9) (2014)
Antoni Martínez-Ballesté, Agusti Solanas, Marc Vives, Hatem A. Rashwan
Privacy in Pervasive Video Surveillance - Trust through Technology and Users Cooperation. PECCS (2014)
Antoni Martínez-Ballesté, Hatem A. Rashwan, Jordi Castellà-Roca, Domenec Puig
A trustworthy database for privacy-preserving video surveillance. EDBT/ICDT Workshops (2013)
Hatem A. Rashwan, Miguel Ángel García, Domenec Puig
Variational Optical Flow Estimation Based on Stick Tensor Voting. IEEE Trans. Image Process. 22 (7) (2013)
Hatem A. Rashwan, Mahmoud A. Mohamed, Miguel Ángel García, Bärbel Mertsching, Domenec Puig
Illumination Robust Optical Flow Model Based on Histogram of Oriented Gradients. GCPR (2013)
Mahmoud A. Mohamed, Hatem A. Rashwan, Bärbel Mertsching, Miguel Ángel García, Domenec Puig
On improving the robustness of variational optical flow against illumination changes. ARTEMIS@ACM Multimedia (2013)
Antoni Martínez-Ballesté, Hatem A. Rashwan, Domenec Puig, Antonia Paniza Fullana
Towards a trustworthy privacy in pervasive video surveillance systems. PerCom Workshops (2012)
Hatem A. Rashwan, Domenec Puig, Miguel Ángel García
Improving the robustness of variational optical flow through tensor voting. Comput. Vis. Image Underst. 116 (9) (2012)
Hatem A. Rashwan, Domenec Puig, Miguel Ángel García
On improving the robustness of differential optical flow. ICCV Workshops (2011)