Search Results for author: Mostafa Parchami

Found 5 papers, 1 papers with code

FOCAL: A Cost-Aware Video Dataset for Active Learning

1 code implementation17 Nov 2023 Kiran Kokilepersaud, Yash-yee Logan, Ryan Benkert, Chen Zhou, Mohit Prabhushankar, Ghassan AlRegib, Enrique Corona, Kunjan Singh, Mostafa Parchami

In this paper, we introduce the FOCAL (Ford-OLIVES Collaboration on Active Learning) dataset which enables the study of the impact of annotation-cost within a video active learning setting.

Active Learning

Deep Feature Tracker: A Novel Application for Deep Convolutional Neural Networks

no code implementations30 Jul 2021 Mostafa Parchami, Saif Iftekar Sayed

In this paper, we proposed a novel and unified deep learning-based approach that can learn how to track features reliably as well as learn how to detect such reliable features for tracking purposes.

Visual Odometry

Efficient data-driven encoding of scene motion using Eccentricity

no code implementations3 Mar 2021 Bruno Costa, Enrique Corona, Mostafa Parchami, Gint Puskorius, Dimitar Filev

This paper presents a novel approach of representing dynamic visual scenes with static maps generated from video/image streams.

Activity Recognition Intent Recognition +2

Deep Learning Architectures for Face Recognition in Video Surveillance

no code implementations27 Feb 2018 Saman Bashbaghi, Eric Granger, Robert Sabourin, Mostafa Parchami

In video-based FR systems, facial models of target individuals are designed a priori during enrollment using a limited number of reference still images or video data.

Face Recognition

Scalable Deep Traffic Flow Neural Networks for Urban Traffic Congestion Prediction

no code implementations3 Mar 2017 Mohammadhani Fouladgar, Mostafa Parchami, Ramez Elmasri, Amir Ghaderi

However, centralized systems are not scalable and fail provide real-time feedback to the system whereas in a decentralized scheme, each node is responsible to predict its own short-term congestion based on the local current measurements in neighboring nodes.

Management

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