Dounia Hammou

According to our database, Dounia Hammou authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Implicit neural representation of textures.

Albert Kwok, Zheyuan Hu, Dounia Hammou

CoRR, February, 2026

2025

Do image and video quality metrics model low-level human vision?

Dounia Hammou, Yancheng Cai, Pavan Madhusudanarao, Christos G. Bampis, Rafal K. Mantiuk

CoRR, March, 2025

ColorVideoVDP-ML: Visual Difference Predictor with a neural regressor for image and video quality prediction.

Dounia Hammou, Fei Yin, Rafal K. Mantiuk

Proceedings of the IEEE International Conference on Multimedia and Expo, ICME 2025 - Workshops, Nantes, France, June 30, 2025

ICME 2025 Generalizable HDR and SDR Video Quality Measurement Grand Challenge.

Yixu Chen, Bowen Chen, Hai Wei, Alan C. Bovik, Baojun Li, Wei Sun, Linhan Cao, Kang Fu, Dandan Zhu, Jun Jia, Menghan Hu, Xiongkuo Min, Guangtao Zhai, Dounia Hammou, Fei Yin, Rafal K. Mantiuk, Amritha Premkumar, Prajit T. Rajendran, Vignesh V. Menon

Proceedings of the IEEE International Conference on Multimedia and Expo, ICME 2025 - Workshops, Nantes, France, June 30, 2025

Do Computer Vision Foundation Models Learn the Low-level Characteristics of the Human Visual System?

Yancheng Cai, Fei Yin, Dounia Hammou, Rafal Mantiuk

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

The effect of viewing distance and display peak luminance - HDR AV1 video streaming quality dataset.

Dounia Hammou, Lukás Krasula, Christos G. Bampis, Zhi Li, Rafal K. Mantiuk

Proceedings of the 16th International Conference on Quality of Multimedia Experience, 2024

2023

HDR-VDP-3: A multi-metric for predicting image differences, quality and contrast distortions in high dynamic range and regular content.

Rafal K. Mantiuk, Dounia Hammou, Param Hanji

CoRR, 2023

Comparison of Metrics for Predicting Image and Video Quality at Varying Viewing Distances.

Dounia Hammou, Lukás Krasula, Christos G. Bampis, Zhi Li, Rafal K. Mantiuk

Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

2021

NTIRE 2021 Challenge on Perceptual Image Quality Assessment.

Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Yu Qiao, Shuhang Gu, Radu Timofte, Manri Cheon, Sung-Jun Yoon, Byungyeon Kang, Junwoo Lee, Qing Zhang, Haiyang Guo, Yi Bin, Yuqing Hou, Hengliang Luo, Jingyu Guo, Zirui Wang, Hai Wang, Wenming Yang, Qingyan Bai, Shuwei Shi, Weihao Xia, Mingdeng Cao, Jiahao Wang, Yifan Chen, Yujiu Yang, Yang Li, Tao Zhang, Longtao Feng, Yiting Liao, Junlin Li, William Thong, José Costa Pereira, Ales Leonardis, Steven McDonagh, Kele Xu, Lehan Yang, Hengxing Cai, Pengfei Sun, Seyed Mehdi Ayyoubzadeh, Ali Royat, Sid Ahmed Fezza, Dounia Hammou, Wassim Hamidouche, Sewoong Ahn, Gwangjin Yoon, Koki Tsubota, Hiroaki Akutsu, Kiyoharu Aizawa

CoRR, 2021

EGB: Image Quality Assessment Based on Ensemble of Gradient Boosting.

Dounia Hammou, Sid Ahmed Fezza, Wassim Hamidouche

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021