August 28 to 30 2018, Santa Clara, CA.

Speakers

Speaker "Qazaleh Mirsharif" Details

Name :
qazaleh mirsharif
Company :
Title :
Data Scientist
Topic :

Building computer vision tools to study and evaluate the development of visual attention in infants

Abstract :

It is still unknown to developmental researchers how infants begin to recognize objects visually, interact with them and assign names to those objects. Developmental researchers have been observing child-parent interactions during table top toy play experiments using multiple cameras including head cameras mounted on child and parent. They process and analyze the large volume of data frame by frame and manually to study the development of visual attention in infants. Recent advances in head cameras provides new opportunities for computer vision researchers to build computational models that help developmental scientist, process videos and evaluate infant’s visual attention in a new way, faster and more accurately. Such models can reveal new patterns in the developmental process of visual attention in infants which cannot be discovered by human eye as head cameras are in constant motion due to large and random head movements generated by infants. In this presentation, we explain how we developed computer vision models to study the development of infant’s visual attention on objects and gestures and evaluate the results.

Profile :
Qazaleh Mirsharif is an applied researcher currently employed as machine learning scientist at Figure Eight, applying artificial intelligence, in particular computer vision, to a broad range of real-world problems. She earned her PhD in computer science from University of Houston, Texas while focusing on building computer vision models for studying and evaluating the development of visual attention in infants. She received her MSc in artificial intelligence focusing on processing retinal images to help with early detection of eye diseases, in particular diabetic retinopathy. She currently works on a large variety of projects applying computer vision techniques to digitize on-street parking rules, detect and classify objects in drone and satellite imagery, and rate gif images, just to name a few. 
x

Get latest updates of 6th Annual Global Big Data Conference
sent to your inbox.

Weekly insight from industry insiders.
Plus exclusive content and offers.