Search Results for author: Abbas Masoumzadeh

Found 5 papers, 4 papers with code

Blind Image Deconvolution Using Variational Deep Image Prior

1 code implementation1 Feb 2022 Dong Huo, Abbas Masoumzadeh, Rafsanjany Kushol, Yee-Hong Yang

Conventional deconvolution methods utilize hand-crafted image priors to constrain the optimization.

Image Deconvolution

Resmax: An Alternative Soft-Greedy Operator for Reinforcement Learning

no code implementations29 Sep 2021 Erfan Miahi, Revan MacQueen, Alex Ayoub, Abbas Masoumzadeh, Martha White

Soft-greedy operators, namely $\varepsilon$-greedy and softmax, remain a common choice to induce a basic level of exploration for action-value methods in reinforcement learning.

reinforcement-learning Reinforcement Learning (RL)

Blind Non-Uniform Motion Deblurring using Atrous Spatial Pyramid Deformable Convolution and Deblurring-Reblurring Consistency

1 code implementation27 Jun 2021 Dong Huo, Abbas Masoumzadeh, Yee-Hong Yang

In this paper, we propose a new architecture which consists of multiple Atrous Spatial Pyramid Deformable Convolution (ASPDC) modules to deblur an image end-to-end with more flexibility.

Deblurring

Network-Based Analysis of Public Transportation Systems in North American Cities

1 code implementation7 Jan 2020 Abbas Masoumzadeh, Tilemachos Pechlivanoglou

A comprehensive data analysis system is implemented for the extraction of information and comparison of North American public transport systems.

Social and Information Networks Combinatorics Physics and Society

HydraPicker: Fully Automated Particle Picking in Cryo-EM by Utilizing Dataset Bias in Single Shot Detection

1 code implementation9 Sep 2019 Abbas Masoumzadeh, Marcus Brubaker

Particle picking in cryo-EM is a form of object detection for noisy, low contrast, and out-of-focus microscopy images, taken of different (unknown) structures.

object-detection Object Detection

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