Vladimir Frants

According to our database, Vladimir Frants authored at least 10 papers between 2018 and 2026.

Collaborative distances:

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

2026

EdgeLDR: Quaternion Low-Displacement Rank Neural Networks for Edge-Efficient Deep Learning.

Vladimir Frants, Sos S. Agaian, Karen Panetta

CoRR, January, 2026

ToTMNet: FFT-Accelerated Toeplitz Temporal Mixing Network for Lightweight Remote Photoplethysmography.

Vladimir Frants, Sos S. Agaian, Karen Panetta

CoRR, January, 2026

2025

Training-Free Color-Aware Adversarial Diffusion Sanitization for Diffusion Stegomalware Defense at Security Gateways.

Vladimir Frants, Sos S. Agaian

CoRR, December, 2025

QRetinex-Net: Quaternion-Valued Retinex Decomposition for Low-Level Computer Vision Applications.

Sos S. Agaian, Vladimir Frants

CoRR, July, 2025

Quaternion-Hadamard Network: A Novel Defense Against Adversarial Attacks with a New Dataset.

Vladimir Frants, Sos S. Agaian

CoRR, February, 2025

CMAWRNet: Multiple Adverse Weather Removal via a Unified Quaternion Neural Architecture.

Vladimir Frants, Sos S. Agaian, Karen Panetta, Peter Huang

J. Imaging, 2025

2024

QSAM-Net: Rain Streak Removal by Quaternion Neural Network With Self-Attention Module.

Vladimir Frants, Sos S. Agaian, Karen Panetta

IEEE Trans. Multim., 2024

2023

QCNN-H: Single-Image Dehazing Using Quaternion Neural Networks.

Vladimir Frants, Sos S. Agaian, Karen Panetta

IEEE Trans. Cybern., September, 2023

2018

Smart Cloud System for Forensic Thermal Image Enhancement Using Local and Global Logarithmic Transform Histogram Matching.

Viacheslav V. Voronin, Evgeny A. Semenishchev, Vladimir Frants, Sos S. Agaian

Proceedings of the 2018 IEEE International Conference on Smart Cloud, 2018

Blind Visual Quality Assessment for Smart Cloud-Based Video Storage.

Vladimir Frants, Viacheslav V. Voronin, Alexander A. Zelensky, Sos S. Agaian

Proceedings of the 2018 IEEE International Conference on Smart Cloud, 2018