# overview
My primary research interests are in computer graphics with an emphasis on computational photography and rendering. Specifically, in recent years, I have focused on developing machine learning techniques for image synthesis in these two fields. Overall, my goal is to develop practical systems in a variety of computational photography and rendering applications with the goal of representing the world around us accurately.

# educationAndTraining[].organization.label
Amirkabir University of Technology - (Tehran, Iran)

# educationAndTraining[].organization.label
Amirkabir University of Technology - (Tehran, Iran)

# educationAndTraining[].organization.label
University of California, Santa Barbara - (Santa Barbara, California, United States)

# publications[].label
Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss

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Association for Computing Machinery (ACM)

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Deep HDR Video from Sequences with Alternating Exposures

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Fast Generation of Approximate Blue Noise Point Sets

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Robust Patch-Based HDR Reconstruction of Dynamic Scenes

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Association for Computing Machinery (ACM)

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RATIONAL DITHER MODULATION USING LOGARITHMIC QUANTIZATION WITH OPTIMUM PARAMETER

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Institute of Electrical and Electronics Engineers (IEEE)

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Efficient Computation of Blue Noise Point Sets through Importance Sampling

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Improving Patch-Based Synthesis by Learning Patch Masks

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Institute of Electrical and Electronics Engineers (IEEE)

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A Machine Learning Approach for Filtering Monte Carlo Noise

# publications[].publisher
Association for Computing Machinery (ACM)

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Removing the Noise in Monte Carlo Rendering with General Image Denoising Algorithms

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Synthesizing Light Field From a Single Image with Variable MPI and Two Network Fusion

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
A Robust Audio Watermarking Scheme Using Mean Quantization in the Wavelet Transform Domain

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Robust Radiometric Calibration for Dynamic Scenes in the Wild

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Learning Generative Models for Rendering Specular Microgeometry

# publications[].publisher
Association for Computing Machinery (ACM)

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Deep Slow Motion Video Reconstruction With Hybrid Imaging System.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Learning-Based View Synthesis for Light Field Cameras

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Robust Multiplicative Patchwork Method for Audio Watermarking

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Deep Adaptive Sampling for Low Sample Count Rendering

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A UNIVERSALLY OPTIMUM DECODER FOR MULTIPLICATIVE AUDIO WATERMARKING

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Patch-Based Optimization for Image-Based Texture Mapping

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Light Field Video Capture Using a Learning-Based Hybrid Imaging System

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Intelligent Decoding for Mean Quantization Based Audio Watermarking in the Wavelet Transform Domain

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Deep High Dynamic Range Imaging of Dynamic Scenes

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
ROBUST MULTIPLICATIVE PATCHWORK METHOD FOR AUDIO WATERMARKING

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Deep Hybrid Real and Synthetic Training for Intrinsic Decomposition

# publications[].label
A logarithmic quantization index modulation for perceptually better data hiding.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Robust Image Watermarking in the Ridgelet Domain Using Universally Optimum Decoder

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Vector Quantization Index Modulation watermarking using concentric hyperspherical codebooks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
LOGARITHMIC QUANTIZATION INDEX MODULATION: A PERCEPTUALLY BETTER WAY TO EMBED DATA WITHIN A COVER SIGNAL

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A robust audio watermarking scheme using mean quantization in the wavelet transform domain

# publications[].label
A NEW APPROACH FOR ROBUST REALTIME VOICE ACTIVITY DETECTION USING SPECTRAL PATTERN

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Robust audio and speech watermarking using Gaussian and Laplacian modeling

# publications[].label
Robust Multiplicative Audio and Speech Watermarking Using Statistical Modeling

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multi-Stage Raw Video Denoising with Adversarial Loss and Gradient Mask

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines

# publications[].publisher
Association for Computing Machinery (ACM)