Subrahmanyam Murala
19 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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Research topics
Computer Vision
(16)
Processing
(13)
Deep Learning
(12)
Machine Learning
(9)
Architectures
(8)
Analysis
(5)
Application Areas
(5)
Domain-Specific
(5)
Core Methods
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Generation
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Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Healthcare & Medicine
(2)
Clinical
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Techniques
(2)
Keywords
image restoration
(8)
image dehazing
(4)
attention mechanism
(4)
multi-weather image restoration
(2)
weather removal
(2)
vital sign estimation
(2)
image enhancement
(2)
frequency domain
(2)
remote photoplethysmography
(2)
generative adversarial network
(2)
neural network
(2)
underwater image enhancement
(2)
lightweight model
(2)
motion analysis
(2)
moving object segmentation
(2)
image inpainting
(2)
domain translation
(2)
transformer network
(2)
video segmentation
(2)
video motion magnification
(2)
Papers
DTMIR-Pro: Domain Translation with Prompt-based Latent-Space Generalization for Multi-Weather Image Restoration
WACV 2026
QuCNet: Quantum Deep Learning Driven Multi-Circuit Network for Remote Sensing Image Classification
CVPR 2026
QuEENet: Quantum-Enhanced Expressive Network for Image Classification
WACV 2026
Phaseformer: Phase-Based Attention Mechanism for Underwater Image Restoration and Beyond
WACV 2025
PULSE: Physiological Understanding with Liquid Signal Extraction
WACV 2025
TRUST: Time-Domain Residual Unsupervised Stability Technique for Improved Heart Rate Estimation
WACV 2025
USWformer: Efficient Sparse Wavelet Transformer for Underwater Image Enhancement
WACV 2025
C2AIR: Consolidated Compact Aerial Image Haze Removal
WACV 2024
Spectroformer: Multi-Domain Query Cascaded Transformer Network for Underwater Image Enhancement
WACV 2024
Aerial Image Dehazing With Attentive Deformable Transformers
WACV 2023
Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement
CVPR 2023
Lightweight Network for Video Motion Magnification
WACV 2023
Multi Domain Learning for Motion Magnification
CVPR 2023
Multi-weather Image Restoration via Domain Translation
ICCV 2023
Nested Deformable Multi-Head Attention for Facial Image Inpainting
WACV 2023
Hyperrealistic Image Inpainting With Hypergraphs
WACV 2021
Multi-Frame Recurrent Adversarial Network for Moving Object Segmentation
WACV 2021
An End-to-End Edge Aggregation Network for Moving Object Segmentation
CVPR 2020
Varicolored Image De-Hazing
CVPR 2020