183 citations · 235 across the 14 of their papers we have counts for
11 papers · 1 filter
Deep Learning Approaches in Pavement Distress Identification: A Review
Sizhe Guan, Haolan Liu, Hamid R. Pourreza +1
This paper presents a comprehensive review of recent advancements in image processing and deep learning techniques for pavement distress detection and classification, a critical as…
A Triplet-loss Dilated Residual Network for High-Resolution Representation Learning in Image Retrieval
Saeideh Yousefzadeh, Hamidreza Pourreza, Hamidreza Mahyar
Content-based image retrieval is the process of retrieving a subset of images from an extensive image gallery based on visual contents, such as color, shape or spatial relations, a…
Deep Learning Approaches on Image Captioning: A Review
Taraneh Ghandi, Hamidreza Pourreza, Hamidreza Mahyar
Image captioning is a research area of immense importance, aiming to generate natural language descriptions for visual content in the form of still images. The advent of deep learn…
Microaneurysm Detection in Fundus Images Using a Two-step Convolutional Neural Networks
Noushin Eftekheri, Mojtaba Masoudi, Hamidreza Pourreza +2
Diabetic Retinopathy (DR) is a prominent cause of blindness in the world. The early treatment of DR can be conducted from detection of microaneurysms (MAs) which appears as reddish…
A dataset for Computer-Aided Detection of Pulmonary Embolism in CTA images
Mojtaba Masoudi, Hamidreza Pourreza, Mahdi Saadatmand Tarzjan +3
Todays, researchers in the field of Pulmonary Embolism (PE) analysis need to use a publicly available dataset to assess and compare their methods. Different systems have been desig…
Image and Depth from a Single Defocused Image Using Coded Aperture Photography
Mina Masoudifar, Hamid Reza Pourreza
Depth from defocus and defocus deblurring from a single image are two challenging problems that are derived from the finite depth of field in conventional cameras. Coded aperture i…