Vladimir Frants

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
EdgeLDR: Quaternion Low-Displacement Rank Neural Networks for Edge-Efficient Deep Learning.
CoRR
Vladimir Frants, Sos S. Agaian, Karen Panetta
2026 J jnl
ToTMNet: FFT-Accelerated Toeplitz Temporal Mixing Network for Lightweight Remote Photoplethysmography.
CoRR
Vladimir Frants, Sos S. Agaian, Karen Panetta
2025 J jnl
CMAWRNet: Multiple Adverse Weather Removal via a Unified Quaternion Neural Architecture.
CoRR
Vladimir Frants, Sos S. Agaian, Karen Panetta, Peter Huang
2025 J jnl
CMAWRNet: Multiple Adverse Weather Removal via a Unified Quaternion Neural Architecture.
J. Imaging
Vladimir Frants, Sos S. Agaian, Karen Panetta, Peter Huang
2025 J jnl
QRetinex-Net: Quaternion-Valued Retinex Decomposition for Low-Level Computer Vision Applications.
CoRR
Sos S. Agaian, Vladimir Frants
2025 J jnl
Quaternion-Hadamard Network: A Novel Defense Against Adversarial Attacks with a New Dataset.
CoRR
Vladimir Frants, Sos S. Agaian
2025 J jnl
Training-Free Color-Aware Adversarial Diffusion Sanitization for Diffusion Stegomalware Defense at Security Gateways.
CoRR
Vladimir Frants, Sos S. Agaian
2024 J jnl
QSAM-Net: Rain Streak Removal by Quaternion Neural Network With Self-Attention Module.
IEEE Trans. Multim.
Vladimir Frants, Sos S. Agaian, Karen Panetta
2023 J jnl
QCNN-H: Single-Image Dehazing Using Quaternion Neural Networks.
IEEE Trans. Cybern.
Vladimir Frants, Sos S. Agaian, Karen Panetta
2022 J jnl
QSAM-Net: Rain streak removal by quaternion neural network with self-attention module.
CoRR
Vladimir Frants, Sos S. Agaian, Karen Panetta
2018 — conf
Blind Visual Quality Assessment for Smart Cloud-Based Video Storage.
SmartCloud
Vladimir Frants, Viacheslav V. Voronin, Alexander A. Zelensky, Sos S. Agaian
2018 — conf
Smart Cloud System for Forensic Thermal Image Enhancement Using Local and Global Logarithmic Transform Histogram Matching.
SmartCloud
Viacheslav V. Voronin, Evgeny A. Semenishchev, Vladimir Frants, Sos S. Agaian