Search Results for author: Hamed Sadeghi

Found 4 papers, 0 papers with code

A fast semi-automatic method for classification and counting the number and types of blood cells in an image

no code implementations18 Apr 2020 Hamed Sadeghi, Shahram Shirani, David W. Capson

A novel and fast semi-automatic method for segmentation, locating and counting blood cells in an image is proposed.

Template Matching

Diabetes Mellitus Forecasting Using Population Health Data in Ontario, Canada

no code implementations8 Apr 2019 Mathieu Ravaut, Hamed Sadeghi, Kin Kwan Leung, Maksims Volkovs, Laura C. Rosella

We perform one of the first large-scale machine learning studies with this data to study the task of predicting diabetes in a range of 1-10 years ahead, which requires no additional screening of individuals. In the best setup, we reach a test AUC of 80. 3 with a single-model trained on an observation window of 5 years with a one-year buffer using all datasets.

BIG-bench Machine Learning

SALSA-TEXT : self attentive latent space based adversarial text generation

no code implementations28 Sep 2018 Jules Gagnon-Marchand, Hamed Sadeghi, Md. Akmal Haidar, Mehdi Rezagholizadeh

Inspired by the success of self attention mechanism and Transformer architecture in sequence transduction and image generation applications, we propose novel self attention-based architectures to improve the performance of adversarial latent code- based schemes in text generation.

Adversarial Text Image Generation +3

OCRAPOSE II: An OCR-based indoor positioning system using mobile phone images

no code implementations19 Apr 2017 Hamed Sadeghi, Shahrokh Valaee, Shahram Shirani

Then, it finds depth and angle-of-view of the query using the information provided by the OCR engine in order to refine the location estimate.

Depth Estimation Optical Character Recognition +1

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