Multiple Object Scene Description for the Visually Impaired Using Pre-trained Convolutional Neural Networks. - Haikel Salem Alhichri; Bilel Benjdira; Yakoub Bazi; Naif Alajlan (ICIAR, 2016)

Deep Learning Approach for Car Detection in UAV Imagery. - Nassim Ammour; Haikel Salem Alhichri; Yakoub Bazi; Bilel Benjdira; Naif Alajlan; Mansour Abdulaziz Al Zuair (Remote. Sens., 2017)

Car Detection using Unmanned Aerial Vehicles: Comparison between Faster R-CNN and YOLOv3. - Bilel Benjdira; Taha Khursheed; Anis Koubaa; Adel Ammar; Kaïs Ouni (CoRR, 2018)

Activity Monitoring of Islamic Prayer (Salat) Postures using Deep Learning. - Anis Koubaa; Adel Ammar; Bilel Benjdira; Abdullatif Al-Hadid; Belal Kawaf; Saleh Ali Al-Yahri; Abdelrahman Babiker; Koutaiba Assaf; Mohannad Ba Ras (CoRR, 2019)

Unsupervised Domain Adaptation Using Generative Adversarial Networks for Semantic Segmentation of Aerial Images. - Bilel Benjdira; Yakoub Bazi; Anis Koubaa; Kaïs Ouni (Remote. Sens., 2019)

DriftNet: Aggressive Driving Behavior Classification using 3D EfficientNet Architecture. - Alam Noor; Bilel Benjdira; Adel Ammar; Anis Koubaa (CoRR, 2020)

A Hybrid Deep Learning Model for UAVs Detection in Day and Night Dual Visions. - Alam Noor; Kai Li 002; Adel Ammar; Anis Koubaa; Bilel Benjdira; Eduardo Tovar (CogMI, 2021)

Securing the Classification of COVID-19 in Chest X-ray Images: A Privacy-Preserving Deep Learning Approach. - Wadii Boulila; Adel Ammar; Bilel Benjdira; Anis Koubaa (CoRR, 2022)

Parking Analytics Framework using Deep Learning. - Bilel Benjdira; Anis Koubaa; Wadii Boulila; Adel Ammar (CoRR, 2022)

TAU: A framework for video-based traffic analytics leveraging artificial intelligence and unmanned aerial systems. - Bilel Benjdira; Anis Koubaa; Ahmad Taher Azar; Zahid Khan; Adel Ammar; Wadii Boulila (Eng. Appl. Artif. Intell., 2022)

A Hybrid Privacy-Preserving Deep Learning Approach for Object Classification in Very High-Resolution Satellite Images. - Wadii Boulila; Manel Khazri Khlifi; Adel Ammar; Anis Koubaa; Bilel Benjdira; Imed Riadh Farah (Remote. Sens., 2022)

A Machine Learning Approach Involving Functional Connectivity Features to Classify Rest-EEG Psychogenic Non-Epileptic Seizures from Healthy Controls. - Giuseppe Varone; Wadii Boulila; Michele Lo Giudice; Bilel Benjdira; Nadia Mammone; Cosimo Ieracitano; Kia Dashtipour; Sabrina Neri; Sara Gasparini; Francesco Carlo Morabito; Amir Hussain 001; Umberto Aguglia (Sensors, 2022)

NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report. - Codruta O. Ancuti; Cosmin Ancuti; Florin-Alexandru Vasluianu; Radu Timofte; Han Zhou 003; Wei Dong 010; Yangyi Liu; Jun Chen 005; Huan Liu 014; Liangyan Li; Zijun Wu; Yubo Dong; et al. (CVPR Workshops, 2023)

Streamlined Global and Local Features Combinator (SGLC) for High Resolution Image Dehazing. - Bilel Benjdira; Anas M. Ali; Anis Koubaa (CVPR Workshops, 2023)

ROSGPT_Vision: Commanding Robots Using Only Language Models' Prompts. - Bilel Benjdira; Anis Koubaa; Anas M. Ali (CoRR, 2023)

License Plate Super-Resolution Using Diffusion Models. - Sawsan AlHalawani; Bilel Benjdira; Adel Ammar; Anis Koubaa; Anas M. Ali (CoRR, 2023)

Guided Frequency Loss for Image Restoration. - Bilel Benjdira; Anas M. Ali; Anis Koubaa (CoRR, 2023)

Prediction of Arabic Legal Rulings using Large Language Models. - Adel Ammar; Anis Koubaa; Bilel Benjdira; Omar Najar; Serry Sibaee (CoRR, 2023)

A Multi-Stage Deep-Learning-Based Vehicle and License Plate Recognition System with Real-Time Edge Inference. - Adel Ammar; Anis Koubaa; Wadii Boulila; Bilel Benjdira; Yasser AlHabashi (Sensors, 2023)

Vision Transformers in Image Restoration: A Survey. - Anas M. Ali; Bilel Benjdira; Anis Koubaa; Walid El Shafai; Zahid Khan; Wadii Boulila (Sensors, 2023)

Machine Learning Analytic-Based Two-Staged Data Management Framework for Internet of Things. - Omar Farooq; Parminder Singh; Mustapha Hedabou; Wadii Boulila; Bilel Benjdira (Sensors, 2023)

TESR: Two-Stage Approach for Enhancement and Super-Resolution of Remote Sensing Images. - Anas M. Ali; Bilel Benjdira; Anis Koubaa; Wadii Boulila; Walid El Shafai (Remote. Sens., 2023)

Early detection of red palm weevil infestations using deep learning classification of acoustic signals. - Wadii Boulila; Ayyub Alzahem; Anis Koubaa; Bilel Benjdira; Adel Ammar (Comput. Electron. Agric., 2023)

A game theory approach for smart traffic management. - Zahid Khan; Anis Koubaa; Bilel Benjdira; Wadii Boulila (Comput. Electr. Eng., 2023)

NTIRE 2024 Image Shadow Removal Challenge Report. - Florin-Alexandru Vasluianu; Tim Seizinger; Zhuyun Zhou; Zongwei Wu; Cailian Chen; Radu Timofte; Wei Dong; Han Zhou; Yuqiong Tian; Jun Chen; Xueyang Fu; Xin Lu 006; et al. (CVPR Workshops, 2024)

A Heuristic Route Planning Scheme in Scalable VANET-Oriented Evolving Grid Graph (S-VoEGG). - Zahid Khan; Anis Koubaa; Bilel Benjdira (IEEE Trans. Netw. Sci. Eng., 2024)

NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and Results. - Zheng Chen 014; Kai Liu; Jue Gong; Jingkai Wang 003; Lei Sun 016; Zongwei Wu; Radu Timofte; Yulun Zhang 001; Xiangyu Kong; Xiaoxuan Yu; Hyunhee Park; Suejin Han; et al. (CVPR Workshops, 2025)

NTIRE 2025 Challenge on Night Photography Rendering. - Egor I. Ershov; Sergey Korchagin; Aleksei Khalin; Artyom Panshin; Arseniy P. Terekhin; Ekaterina Zaychenkova; Georgiy Lobarev; Vsevolod Plokhotnyuk; Denis Abramov; Elisey Zhdanov; Sofia Dorogova; Yasin Mamedov; et al. (CVPR Workshops, 2025)

NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Florin-Alexandru Vasluianu; Hailong Yan; Bin Ren; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Kangbiao Shi; Yixu Feng; et al. (CVPR Workshops, 2025)

NTIRE 2025 Image Shadow Removal Challenge Report. - Florin-Alexandru Vasluianu; Tim Seizinger; Zhuyun Zhou; Cailan Chen; Zongwei Wu; Radu Timofte; Mingjia Li 001; Jin Hu; Hainuo Wang; Hengxing Liu; Jiarui Wang; Qiming Hu; et al. (CVPR Workshops, 2025)

NTIRE 2025 Ambient Lighting Normalization Challenge Report. - Florin-Alexandru Vasluianu; Tim Seizinger; Zhuyun Zhou; Zongwei Wu; Radu Timofte; Yuanfei Bao; Xingbo Wang; Xin Lu 006; Jiarong Yang; Anya Hu; Kunyu Wang; Jie Xiao 002; et al. (CVPR Workshops, 2025)

NTIRE 2025 Challenge on Single Image Reflection Removal in the Wild: Datasets, Methods and Results. - Kangning Yang; Jie Cai 001; Ling Ouyang; Florin-Alexandru Vasluianu; Radu Timofte; Jiaming Ding; Huiming Sun; Lan Fu; Jinlong Li; Chiu Man Ho; Zibo Meng; Mingjia Li 001; et al. (CVPR Workshops, 2025)

Prompting Robotic Modalities (PRM): A structured architecture for centralizing language models in complex systems. - Bilel Benjdira; Anis Koubaa; Anas M. Ali (Future Gener. Comput. Syst., 2025)

The Tenth NTIRE 2025 Image Denoising Challenge Report. - Lei Sun 016; Hang Guo; Bin Ren; Luc Van Gool; Radu Timofte; Yawei Li 001; Xiangyu Kong; Hyunhee Park; Xiaoxuan Yu; Suejin Han; Hakjae Jeon; Jia Li 044; et al. (CoRR, 2025)

NTIRE 2025 Challenge on Image Super-Resolution (⨉4): Methods and Results. - Zheng Chen 014; Kai Liu; Jue Gong; Jingkai Wang 003; Lei Sun 016; Zongwei Wu; Radu Timofte; Yulun Zhang 001; Xiangyu Kong; Xiaoxuan Yu; Hyunhee Park; Suejin Han; et al. (CoRR, 2025)

NTIRE 2025 Image Shadow Removal Challenge Report. - Florin-Alexandru Vasluianu; Tim Seizinger; Zhuyun Zhou; Cailian Chen; Zongwei Wu; Radu Timofte; Mingjia Li 001; Jin Hu; Hainuo Wang; Hengxing Liu; Jiarui Wang; Qiming Hu; et al. (CoRR, 2025)