Sanaz Nami

According to our database, Sanaz Nami authored at least 8 papers between 2018 and 2026.

Collaborative distances:

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

2026

JNTD: Toward Just Noticeable Frame Rate-Based Temporal Difference for Perceptual Video Coding.

Sanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj

IEEE Trans. Circuits Syst. Video Technol., March, 2026

JNTD-DS: A Benchmark Dataset for Just Noticeable frame rate-based Temporal Difference in Perceptual Video Coding.

Sanaz Nami, Farhad Pakdaman, Sahab Taali, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj

Proceedings of the ACM Multimedia Systems Conference 2026, 2026

2024

Lightweight Multitask Learning for Robust JND Prediction Using Latent Space and Reconstructed Frames.

Sanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj

IEEE Trans. Circuits Syst. Video Technol., September, 2024

Perceptual Learned Image Compression via End-to-End JND-Based Optimization.

Farhad Pakdaman, Sanaz Nami, Moncef Gabbouj

Proceedings of the IEEE International Conference on Image Processing, 2024

2023

BL-JUNIPER: A CNN-Assisted Framework for Perceptual Video Coding Leveraging Block-Level JND.

Sanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi, Shervin Shirmohammadi

IEEE Trans. Multim., 2023

MTJND: Multi-Task Deep Learning Framework for Improved JND Prediction.

Sanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj

Proceedings of the IEEE International Conference on Image Processing, 2023

2020

Juniper: A Jnd-Based Perceptual Video Coding Framework to Jointly Utilize Saliency and JND.

Sanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi

Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

2018

Cost-sensitive payment card fraud detection based on dynamic random forest and <i>k</i>-nearest neighbors.

Sanaz Nami, Mehdi Shajari

Expert Syst. Appl., 2018