Rate-Distortion Optimized Motion Estimation for on-the-Sphere Compression of 360 Videos. - Alban Marie; Navid Mahmoudian Bidgoli; Thomas Maugey; Aline Roumy (ICASSP, 2021)

Expert training: Enhancing AI resilience to image coding artifacts. - Alban Marie; Karol Desnos; Luce Morin; Lu Zhang 037 (Image Processing: Algorithms and Systems, 2022)

Video Coding for Machines: Large-Scale Evaluation of Deep Neural Networks Robustness to Compression Artifacts for Semantic Segmentation. - Alban Marie; Karol Desnos; Luce Morin; Lu Zhang 037 (MMSP, 2022)

Towards Machine Perception Aware Image Quality Assessment. - Alban Marie; Karol Desnos; Chen Fu; Jinjia Zhou; Luce Morin; Lu Zhang 037 (MMSP, 2023)

Evaluation of Image Quality Assessment Metrics for Semantic Segmentation in a Machine-to-Machine Communication Scenario. - Alban Marie; Karol Desnos; Luce Morin; Lu Zhang 037 (QoMEX, 2023)

Luma Range Scaling for Enhanced VVC Efficiency in Video Coding for Machines. - Tero Partanen; Alban Marie; Alexandre Mercat; Jarno Vanne; Miska M. Hannuksela; Honglei Zhang; Alireza Aminlou; Francesco Cricri (MMSP, 2024)

Fast Machine Learning Aided Intra Mode Decision for Real-Time VVC Intra Coding. - Joose Sainio; Baran Ataman; Alban Marie; Alexandre Mercat; Jarno Vanne (VCIP, 2024)

Advanced fine-tuning procedures to enhance DNN robustness in visual coding for machines. - Alban Marie; Karol Desnos; Alexandre Mercat; Luce Morin; Jarno Vanne; Lu Zhang 037 (EURASIP J. Image Video Process., 2024)