Publications

Journals (SCIE)

"Pixel shuffling is all you need spatially aware convmixer for dense prediction tasks," Pattern Recognition(IF=7.5), 2024
"Occlusion Removal in Light-Field Images Using CSPDarknet53 and Bidirectional Feature Pyramid Network: A Multi-Scale Fusion-Based Approach," Applied Sciences, 2024
"A Comprehensive Survey of Masked Faces: Recognition, Detection, and Unmasking ", Applied Sciences, 2024
"Light Field Reconstruction with Dual Features Extraction and Macro-Pixel Upsampling", IEEE Access, 2024
"Enhancing X-Ray Security Image Synthesis: Advanced Generative Models and Innovative Data Augmentation Techniques", Applied Sciences, 2024
"Seg2Depth: Semi-Supervised Depth Estimation for Autonomous Vehicles Using Semantic Segmentation and Single Vanishing Point Fusion," IEEE transaction on intelligent vehicles(IF=14.0), 2024
"Elevating Chest X-ray Image Super-Resolution with Residual Network Enhancement," Journal of Imaging, 2024
"Conv3D-Based Video Violence Detection Network Using Optical Flow and RGB Data," sensors, 2024
"Three-Stage Deep Learning Framework for Video Surveillance," Applied Science, 2024
"Anomaly Detection Based on a 3D Convolutional Neural Network Combining Convolutional Block Attention Module Using Merged Frames," Sensors, 2023
"SDDS-Net: Space and Depth Encoder-Decoder Convolutional Neural Networks for Real-time Semantic Segmentation," IEEE ACCESS, 2023
"GANMasker: A Two-Stage Generative Adversarial Network for High-Quality Face Mask Removal," Sensors, 2023
"Violence Detection Enhancement by Involving Convolutional Block Attention Modules Into Various Deep Learning Architectures: Comprehensive Case Study for UBI-Fights Dataset," IEEE ACCESS, 2023
"Drone Elevation Control Based on Python-Unity Integrated Framework for Reinforcement Learning Applications," Drones, 2023
"Light Field Image Super-Resolution Using Deep Residual Networks on Lenslet Images," Sensors, 2023
"Single Energy X-ray Image Colorization Using Convolutional Neural Network for Material Discrimination," Electronics, 2022
"SD-Depth: Light-Weight Monocular Depth Estimation Using Space and Depth CNN for Real-time Applications," Frontiers in Artificial Intelligence and applications, 2022
"Exploration of Semantic Label Decomposition and Dataset Size in Semantic Indoor Scenes Synthesis via Optimized Residual Generative Adversarial Networks," Sensors, 2022
"RCA-LF: Dense Light Field Reconstruction Using Residual Channel Attention Networks," Sensors, 2022
"RT-ViT: Real-Time Monocular Depth Estimation Using lightweight Vision Transformers," Sensors, 2022
"LEOD-Net: Learning Line-Encoded Bounding Boxes for Real-Time Object Detection," Sensors, 2022
"End-to-End Residual Network for Light Field Reconstruction on Raw Images and View Image stacks," Sensors, 2022
"Light Field Reconstruction Using Residual Networks on Raw Images," Sensors, 2022
"DTS-Depth: Real-Time Single-Image Depth Estimation using Depth-To-Space Image Construction," Sensors, 2022
"DTS-Net: Depth-to-Space Networks for Fast and Accurate Semantic Object Segmentation," Sensors, 2022
"Real-Time Weakly Supervised Object Detection Using Center-of-Features Localization," IEEE ACCESS, 2021
"Dual Disparity-Based Novel View Reconstruction for Light Field Images Using Discrete Cosine Transform Filter," IEEE ACCESS, 2020
"CNN-Based Illumination Estimation with Semantic Information," APPLIED SCIENCES, 2020
"Tone Mapping of High Dynamic Range Images Combining Co-Occurrence Histogram and Visual Salience Detection," APPLIED SCIENCES, 2019
"Tone Mapping for High Dynamic Range Image Using Modified Guided Filter and TV-based Restoration Model," JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2018
"A Perceptual Tone Mapping HDR Images Using Tone Mapping Operator and Chromatic Adaptation Transform,"JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2017

International Conference Proceedings

"Learning Epipolar-Spatial Relationship for Light Field Image Super-Resolution," CVPR workshop, 2023
"ST-RoomNet: Learning Room Layout Estimation From Single Image Through Unsupervised Spatial Transformations," CVPR workshop, 2023
"NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Results," CVPR workshop, 2023 (CBNU-MipLab 10-th place ranked)
"Fast Light Field Reconstruction Using Convolutional Neural Network on Lenslet Images " International Telecommunications Conference (ITC-Egypt), 2022
"AE-LSTM_Autoencoder_with_LSTM-Based_Intrusion_Detection_in_IoT" International Telecommunications Conference (ITC-Egypt), 2022
"CCC: Weakly Supervised Semantic Segmentation using Class Contribution Classification" International Conference on Electronics, Information, and Communication (Silver Award), 2021
"X-ray image denoising for Cargo Dual Energy Inspection System," International Conference on Electronics, Information, and Communication, 2021
"Stereo Extrapolation: View synthesis with multiplane images," International Conference on Electronics, Information, and Communication, 2021
"Weakly Supervised Traffic Sign Detection in Real Time Using Single CNN Architecture for Multiple Purposes," IEEE International Conference on Consumer Electronics, 2020
"Fast Light Field Reconstruction Using Convolutional Neural Network to Double Angular Resolution," IEEE International Conference on Consumer Electronics, 2020
"Light field angular super-resolution using convolutional neural network with residual network," International conference on ubiquitous and future networks, 2019
"Super-resolution reconstruction for plenoptic images," International conference on electronics, information and communication, 2018
"New calibration method of plenoptic camera using ccd camera model," IEEE International Conference on Consumer Electronics, 2018