Diagnostic quality assessment of medical images: Challenges and trends. - Christine Cavaro-Ménard; Lu Zhang 037; Patrick Le Callet (EUVIP, 2010)

Evaluation of HVS models in the application of medical image quality assessment. - Lu Zhang 037; Christine Cavaro-Ménard; Patrick Le Callet (Human Vision and Electronic Imaging, 2012)

A Perceptually Relevant Channelized Joint Observer (PCJO) for the Detection-Localization of Parametric Signals. - Lu Zhang 037; Christine Cavaro-Ménard; Patrick Le Callet; Jean-Yves Tanguy (IEEE Trans. Medical Imaging, 2012)

Numerical Observers for the Objective Quality Assessment of Medical Images. (Modèles Numériques pour l'Évaluation Objective de la Qualité d'Images Médicales). - Lu Zhang 037 (2012)

A multi-slice model observer for medical image quality assessment. - Lu Zhang 037; Christine Cavaro-Ménard; Patrick Le Callet; Di Ge (ICASSP, 2015)

A study on the usability of opinion-unaware no-reference natural image quality metrics in the context of medical images. - Meriem Outtas; Lu Zhang 037; Olivier Déforges; Wassim Hamidouche; Amina Serir; Christine Cavaro-Ménard (ISIVC, 2016)

Audiovisual quality study for videoconferencing on IP networks. - Ines Saidi; Lu Zhang 037; Vincent Barriac; Olivier Déforges (MMSP, 2016)

Interactive vs. non-interactive subjective evaluation of IP network impairments on audiovisual quality in videoconferencing context. - Ines Saidi; Lu Zhang 037; Vincent Barriac; Olivier Déforges (QoMEX, 2016)

Multiscale contrast similarity deviation: An effective and efficient index for perceptual image quality assessment. - Tonghan Wang 002; Lu Zhang 037; Huizhen Jia; Bao-Sheng Li; Huazhong Shu (Signal Process. Image Commun., 2016)

Inter-block dependencies consideration for intra coding in H.264/AVC and HEVC standards. - Maxime Bichon; Julien Le Tanou; Michaël Ropert; Wassim Hamidouche; Luce Morin; Lu Zhang 037 (ICASSP, 2017)

NIQSV: A no reference image quality assessment metric for 3D synthesized views. - Shishun Tian; Lu Zhang 037; Luce Morin; Olivier Déforges (ICASSP, 2017)

Multi-output speckle reduction filter for ultrasound medical images based on multiplicative multiresolution decomposition. - Meriem Outtas; Lu Zhang 037; Olivier Déforges; Amina Serir; Wassim Hamidouche (ICIP, 2017)

Fast filtering-based temporal saliency detection using Minimum Barrier Distance. - Qiong Wang; Lu Zhang 037; Kidiyo Kpalma (ICME Workshops, 2017)

Evaluation of single-artifact based video quality metrics in video communication context. - Ines Saidi; Lu Zhang 037; Vincent Barriac; Olivier Déforges (QoMEX, 2017)

Extended PCJO for the Detection-Localization of Hypersignals and Hyposignals in CT Images. - Yang Chen 008; Lu Zhang 037; Wenlong Yuan; Guanyu Yang 001; Jian Yang 009; Tianjie Xu; Huazhong Shu; Limin Luo 001; Qianjing Feng; Xuetong Zhai (IEEE Access, 2017)

Low Complexity Joint RDO of Prediction Units Couples for HEVC Intra Coding. - Maxime Bichon; Julien Le Tanou; Michaël Ropert; Wassim Hamidouche; Luce Morin; Lu Zhang 037 (ICASSP, 2018)

Salgan360: Visual Saliency Prediction On 360 Degree Images With Generative Adversarial Networks. - Fang-Yi Chao; Lu Zhang 037; Wassim Hamidouche; Olivier Déforges (ICME Workshops, 2018)

A full-reference Image Quality Assessment metric for 3D Synthesized Views. - Shishun Tian; Lu Zhang 037; Luce Morin; Olivier Déforges (IQSP, 2018)

Temporal Adaptive Quantization using Accurate Estimations of Inter and Skip Probabilities. - Maxime Bichon; Julien Le Tanou; Michaël Ropert; Wassim Hamidouche; Luce Morin; Lu Zhang 037 (PCS, 2018)

On the Subjective Assessment of the Perceived Quality of Medical Images and Videos. - Lucie Leveque; Hantao Liu; Sabina Barakovic; Jasmina Barakovic Husic; Maria G. Martini; Meriem Outtas; Lu Zhang 037; Asli Kumcu; Ljiljana Platisa; Rafael Rodrigues; António M. G. Pinheiro; Athanassios Skodras (QoMEX, 2018)

Evaluation of No-reference quality metrics for Ultrasound liver images. - Meriem Outtas; Lu Zhang 037; Olivier Déforges; Wassim Hamidouche; Amina Serir (QoMEX, 2018)

SC-IQA: Shift compensation based image quality assessment for DIBR-synthesized views. - Shishun Tian; Lu Zhang 037; Luce Morin; Olivier Déforges (VCIP, 2018)

Contrast and Visual Saliency Similarity-Induced Index for Assessing Image Quality. - Huizhen Jia; Lu Zhang 037; Tonghan Wang 002 (IEEE Access, 2018)

MS-CapsNet: A Novel Multi-Scale Capsule Network. - Canqun Xiang; Lu Zhang 037; Yi Tang 008; Wenbin Zou; Chen Xu 004 (IEEE Signal Process. Lett., 2018)

NIQSV+: A No-Reference Synthesized View Quality Assessment Metric. - Shishun Tian; Lu Zhang 037; Luce Morin; Olivier Déforges (IEEE Trans. Image Process., 2018)

How Well Current Saliency Prediction Models Perform on UAVs Videos? - Anne-Flore Perrin; Lu Zhang 037; Olivier Le Meur (CAIP (1), 2019)

Laboratory and Crowdsourcing Studies of Lip Sync Effect on the Audio-Video Quality Assessment for Videoconferencing Application. - Ines Saidi; Lu Zhang 037; Vincent Barriac; Olivier Déforges (ICIP, 2019)

Deep learning-based digital subtraction angiography image generation. - Yufeng Gao; Yu Song; Xiangrui Yin; Weiwen Wu; Lu Zhang 037; Yang Chen 008; Wanyin Shi (Int. J. Comput. Assist. Radiol. Surg., 2019)

Overview of full-reference video quality metrics and their performance evaluations for videoconferencing application. - Lu Zhang 037; Ines Saidi; Shishun Tian; Vincent Barriac; Olivier Déforges (J. Electronic Imaging, 2019)

An Energy-Based Discontinuous Galerkin Method for the Wave Equation with Advection. - Lu Zhang 037; Thomas M. Hagstrom; Daniel Appelö (SIAM J. Numer. Anal., 2019)

An effective general-purpose NR-IQA model using natural scene statistics (NSS) of the luminance relative order. - Tonghan Wang 002; Lu Zhang 037; Huizhen Jia (Signal Process. Image Commun., 2019)

A Benchmark of DIBR Synthesized View Quality Assessment Metrics on a New Database for Immersive Media Applications. - Shishun Tian; Lu Zhang 037; Luce Morin; Olivier Déforges (IEEE Trans. Multim., 2019)

Image Quality Assessment and Saliency Detection: human visual perception modeling and applications. - Lu Zhang 037 (2020)

Binary Probability Model for Learning Based Image Compression. - Théo Ladune; Pierrick Philippe; Wassim Hamidouche; Lu Zhang 037; Olivier Déforges (ICASSP, 2020)

Manet: Multi-Scale Aggregated Network For Light Field Depth Estimation. - Yan Li 083; Lu Zhang 037; Qiong Wang; Gauthier Lafruit (ICASSP, 2020)

A Semantics-Guided Warping for Semi-supervised Video Object Instance Segmentation. - Qiong Wang; Lu Zhang 037; Kidiyo Kpalma (ICIAR (1), 2020)

A Fixation-Based 360° Benchmark Dataset For Salient Object Detection. - Yi Zhang 076; Lu Zhang 037; Wassim Hamidouche; Olivier Déforges (ICIP, 2020)

Audio-Visual Perception of Omnidirectional Video for Virtual Reality Applications. - Fang-Yi Chao; Cagri Ozcinar; Chen Wang; Emin Zerman; Lu Zhang 037; Wassim Hamidouche; Olivier Déforges; Aljosa Smolic (ICME Workshops, 2020)

Review of Recent Deep Learning Based Methods for Image-Text Retrieval. - Jianan Chen 002; Lu Zhang 037; Cong Bai; Kidiyo Kpalma (MIPR, 2020)

Key Issues for the Construction of Salient Object Datasets with Large-Scale Annotation. - Yi Zhang 076; Lu Zhang 037; Wassim Hamidouche; Olivier Déforges (MIPR, 2020)

ModeNet: Mode Selection Network for Learned Video Coding. - Théo Ladune; Pierrick Philippe; Wassim Hamidouche; Lu Zhang 037; Olivier Déforges (MLSP, 2020)

Optical Flow and Mode Selection for Learning-based Video Coding. - Théo Ladune; Pierrick Philippe; Wassim Hamidouche; Lu Zhang 037; Olivier Déforges (MMSP, 2020)

Towards Audio-Visual Saliency Prediction for Omnidirectional Video with Spatial Audio. - Fang-Yi Chao; Cagri Ozcinar; Lu Zhang 037; Wassim Hamidouche; Olivier Déforges; Aljosa Smolic (VCIP, 2020)

Temporally downsampled cerebral CT perfusion image restoration using deep residual learning. - Haichen Zhu; Dan Tong; Lu Zhang 037; Shijie Wang; Weiwen Wu; Hui Tang; Yang Chen 008; Limin Luo 001; Jian Zhu; Baosheng Li (Int. J. Comput. Assist. Radiol. Surg., 2020)

An energy-based discontinuous Galerkin method for semilinear wave equations. - Daniel Appelö; Thomas M. Hagstrom; Qi Wang 007; Lu Zhang 037 (J. Comput. Phys., 2020)

Discriminative feature representation for Noisy image quality assessment. - Yunbo Gu; Hui Tang; Tianling Lv; Yang Chen 008; Zhiping Wang; Lu Zhang 037; Jian Yang 009; Huazhong Shu; Limin Luo 001; Gouenou Coatrieux (Multim. Tools Appl., 2020)

Overview of deep-learning based methods for salient object detection in videos. - Qiong Wang; Lu Zhang 037; Yan Li 083; Kidiyo Kpalma (Pattern Recognit., 2020)

Salient video object detection using a virtual border and guided filter. - Qiong Wang; Lu Zhang 037; Wenbin Zou; Kidiyo Kpalma (Pattern Recognit., 2020)

Phase Transitions and Bump Solutions of the Keller-Segel Model with Volume Exclusion. - José A. Carrillo 001; Xinfu Chen; Qi Wang 007; Zhian Wang; Lu Zhang 037 (SIAM J. Appl. Math., 2020)

Learning Synergistic Attention for Light Field Salient Object Detection. - Yi Zhang 076; Geng Chen 001; Qian Chen; Yujia Sun; Yong Xia 001; Olivier Déforges; Wassim Hamidouche; Lu Zhang 037 (BMVC, 2021)

Semantic-driven Colorization. - Man M. Ho; Lu Zhang 037; Alexander Raake; Jinjia Zhou (CVMP, 2021)

A Multi-View Stereoscopic Video Database With Green Screen (MTF) For Video Transition Quality-of-Experience Assessment. - Nour Hobloss; Lu Zhang 037; Marco Cagnazzo (QoMEX, 2021)

IEEE Access Special Section Editorial: Deep Learning Technologies for Internet of Video Things. - Jinjia Zhou; João Ascenso; Victor Sanchez; Lu Zhang 037; Jianquan Liu; Jiu Xu (IEEE Access, 2021)

Conditional Coding and Variable Bitrate for Practical Learned Video Coding. - Théo Ladune; Pierrick Philippe; Wassim Hamidouche; Lu Zhang 037; Olivier Déforges (CoRR, 2021)

Learning Synergistic Attention for Light Field Salient Object Detection. - Yi Zhang 076; Geng Chen 001; Qian Chen; Yujia Sun; Olivier Déforges; Wassim Hamidouche; Lu Zhang 037 (CoRR, 2021)

CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object Detection. - Yi Zhang 076; Lu Zhang 037; Wassim Hamidouche; Olivier Déforges (CoRR, 2021)

Energy-based discontinuous Galerkin difference methods for second-order wave equations. - Lu Zhang 037; Daniel Appelö; Thomas M. Hagstrom (CoRR, 2021)

SHD360: A Benchmark Dataset for Salient Human Detection in 360° Videos. - Yi Zhang 076; Lu Zhang 037; Jing Zhang 052; Kang Wang; Wassim Hamidouche; Olivier Déforges (CoRR, 2021)

ASOD60K: Audio-Induced Salient Object Detection in Panoramic Videos. - Yi Zhang 076; Fang-Yi Chao; Ge-Peng Ji; Deng-Ping Fan; Lu Zhang 037; Ling Shao 001 (CoRR, 2021)

An Energy-Based Discontinuous Galerkin Method with Tame CFL Numbers for the Wave Equation. - Daniel Appelö; Lu Zhang 037; Thomas M. Hagstrom; Fengyan Li (CoRR, 2021)

Quality assessment of DIBR-synthesized views: An overview. - Shishun Tian; Lu Zhang 037; Wenbin Zou; Xia Li 006; Ting Su 004; Luce Morin; Olivier Déforges (Neurocomputing, 2021)

Understanding the Effects of On- and Off-Hotspot Policing: Evidence of Hotspot, Oscillating, and Chaotic Activities. - Nancy Rodríguez; Qi Wang 007; Lu Zhang 037 (SIAM J. Appl. Dyn. Syst., 2021)

Hybrid dual stream blender for wide baseline view synthesis. - Nour Hobloss; Lu Zhang 037; Stéphane Lathuilière; Marco Cagnazzo; Attilio Fiandrotti (Signal Process. Image Commun., 2021)

End-to-End 6DoF Pose Estimation From Monocular RGB Images. - Wenbin Zou; Di Wu 009; Shishun Tian; Canqun Xiang; Xia Li 006; Lu Zhang 037 (IEEE Trans. Consumer Electron., 2021)

A Lightweight Depth Estimation Network for Wide-Baseline Light Fields. - Yan Li 083; Qiong Wang; Lu Zhang 037; Gauthier Lafruit (IEEE Trans. Image Process., 2021)

SC-RPN: A Strong Correlation Learning Framework for Region Proposal. - Wenbin Zou; Zhengyu Zhang; Yingqing Peng; Canqun Xiang; Shishun Tian; Lu Zhang 037 (IEEE Trans. Image Process., 2021)

Unsupervised Adversarial Instance-Level Image Retrieval. - Cong Bai; Hongkai Li; Jinglin Zhang; Ling Huang; Lu Zhang 037 (IEEE Trans. Multim., 2021)

A Multi-FoV Viewport-Based Visual Saliency Model Using Adaptive Weighting Losses for 360$^ circ$ Images. - Fang-Yi Chao; Lu Zhang 037; Wassim Hamidouche; Olivier Déforges (IEEE Trans. Multim., 2021)

Does personal interests affect visual attentionƒ - An eye tracking study. - Julie Fournier; Meriem Outtas; Qiong Wang; Elise Etchamendy; Myriam Cherel; Lu Zhang 037 (EUVIP, 2022)

Intra-Modal Constraint Loss for Image-Text Retrieval. - Jianan Chen 002; Lu Zhang 037; Qiong Wang; Cong Bai; Kidiyo Kpalma (ICIP, 2022)

Deeblif: Deep Blind Light Field Image Quality Assessment by Extracting Angular and Spatial Information. - Zhengyu Zhang; Shishun Tian; Wenbin Zou; Luce Morin; Lu Zhang 037 (ICIP, 2022)

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)

The impact of the affinity on ASD people visual engagement. - Julie Fournier; Elise Etchamendy; Myriam Chérel; Meriem Outtas; Lu Zhang 037 (CBMI, 2023)

Predicting personalized saliency map for people with autism spectrum disorder. - Qiong Wang; Meriem Outtas; Julie Fournier; Elise Etchamendy; Myriam Chérel; Lu Zhang 037 (CBMI, 2023)

Temporal Down-sampling based Video Coding with Frame-Recurrent Enhancement. - Keren He; Chen Fu; Chi Do-Kim Pham; Lu Zhang 037; Jinjia Zhou (DCC, 2023)

MUSE: A Multi-view Synthesis Enhancer. - Nour Hobloss; Joshua Maraval; Jérôme Fournier; Nicolas Ramin; Lu Zhang 037 (EUSIPCO, 2023)

Deep Learning Models for Low Dose CT Simulation. - Lumi Xia; Meriem Outtas; Lu Zhang 037; Eric Frampas; Olivier Déforges (EUVIP, 2023)

TRG-DQA: Texture Residual-Guided Dehazed Image Quality Assessment. - Tiantian Zeng; Lu Zhang 037; Wenbin Zou; Xia Li 006; Shishun Tian (ICIP, 2023)

Blind Quality Assessment of Light Field Image Based on Spatio-Angular Textural Variation. - Zhengyu Zhang; Shishun Tian; Wenbin Zou; Yuhang Zhang 011; Luce Morin; Lu Zhang 037 (ICIP, 2023)

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)

Denoised CT Images Quality Assessment Through COVID-19 Pneumonia Detection Task. - Lumi Xia; Houda Jebbari; Olivier Déforges; Lu Zhang 037; Lucie Lévêque; Meriem Outtas (QoMEX, 2023)

EDDMF: An Efficient Deep Discrepancy Measuring Framework for Full-Reference Light Field Image Quality Assessment. - Zhengyu Zhang; Shishun Tian; Wenbin Zou; Luce Morin; Lu Zhang 037 (IEEE Trans. Image Process., 2023)

DHIQA: Quality assessment of dehazed images based on attentive multi-scale feature fusion and rank learning. - Shishun Tian; Tiantian Zeng; Wenbin Zou; Xia Li 006; Lu Zhang 037 (Displays, 2023)

PVBLiF: A Pseudo Video-Based Blind Quality Assessment Metric for Light Field Image. - Zhengyu Zhang; Shishun Tian; Wenbin Zou; Luce Morin; Lu Zhang 037 (IEEE J. Sel. Top. Signal Process., 2023)

Towards Recommendations and Guidelines for Subjective Medical Image and Video Quality Assessment. - Meriem Outtas; Lu Zhang 037; Maria G. Martini (EUVIP, 2024)

Spacetime Gaussian Grouping for 4D Object Segmentation. - Bangning Wei; Joshua Maraval; Baptiste Besnard; Meriem Outtas; Kidiyo Kpalma; Nicolas Ramin; Lu Zhang 037 (EUVIP, 2024)

Adenoma Discrimination by 3-Slices Washout Calculation on CT Scans. - Lumi Xia; Meriem Outtas; Lu Zhang 037; Eric Frampas; Olivier Déforges (EUVIP, 2024)

Blind Perceptual Quality Assessment of LFI Based on Angular-Spatial Effect Modeling. - Zhengyu Zhang; Shishun Tian; Yuhang Zhang 011; Wenbin Zou; Luce Morin; Lu Zhang 037 (IEEE Trans. Broadcast., 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)

Evaluating Human Perception of Novel View Synthesis: Subjective Quality Assessment of Gaussian Splatting and NeRF in Dynamic Scenes. - Yuhang Zhang 011; Joshua Maraval; Zhengyu Zhang; Nicolas Ramin; Shishun Tian; Lu Zhang 037 (CoRR, 2025)

A New Benchmark Database and Objective Metric for Light Field Image Quality Evaluation. - Zhengyu Zhang; Shishun Tian; Jinjia Zhou; Luce Morin; Lu Zhang 037 (IEEE Trans. Circuits Syst. Video Technol., 2025)

MUVOD: A Novel Multi-view Video Object Segmentation Dataset and A Benchmark for 3D Segmentation. - Bangning Wei; Joshua Maraval; Meriem Outtas; Kidiyo Kpalma; Nicolas Ramin; Lu Zhang 037 (CoRR, 2025)

Prototypical Progressive Alignment and Reweighting for Generalizable Semantic Segmentation. - Yuhang Zhang 011; Zhengyu Zhang; Muxin Liao; Shishun Tian; Wenbin Zou; Lu Zhang 037; Chen Xu 004 (CoRR, 2025)

Objective quality assessment of medical images and videos: review and challenges. - Rafael Rodrigues; Lucie Lévêque; Jesús Gutiérrez 001; Houda Jebbari; Meriem Outtas; Lu Zhang 037; Aladine Chetouani; Shaymaa Al-Juboori; Maria G. Martini; António M. G. Pinheiro (Multim. Tools Appl., 2025)