Faisal Z. Qureshi

Orcid: 0000-0002-8992-3607

Affiliations:
  • University of Ontario Institute of Technology, Faculty of Science, Visual Computing Lab, Oshawa, Canada
  • University of Toronto, Canada (PhD)


According to our database1, Faisal Z. Qureshi authored at least 64 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Hyperspectral Pixel Unmixing With Latent Dirichlet Variational Autoencoder.
IEEE Trans. Geosci. Remote. Sens., 2024

2023
Hyperspectral Image Compression Using Sampling and Implicit Neural Representations.
CoRR, 2023

SpACNN-LDVAE: Spatial Attention Convolutional Latent Dirichlet Variational Autoencoder for Hyperspectral Pixel Unmixing.
CoRR, 2023

Error Estimation for Single-Image Human Body Mesh Reconstruction.
CoRR, 2023

Hyperspectral Image Compression Using Implicit Neural Representation.
CoRR, 2023

An Interactive Threshold-Setting Procedure for Improved Multivariate Anomaly Detection in Time Series.
IEEE Access, 2023

An Iterative Method for Hyperspectral Pixel Unmixing Leveraging Latent Dirichlet Variational Autoencoder.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Hyperspectral Image Compression Using Implicit Neural Representations.
Proceedings of the 20th Conference on Robots and Vision, 2023

2022
A Stream Algebra for Performance Optimization of Large Scale Computer Vision Pipelines.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Evaluation of Dirichlet Process Gaussian Mixtures for Segmentation on Noisy Hyperspectral Images.
CoRR, 2022

Improving Deep Learning Based Anomaly Detection on Multivariate Time Series Through Separated Anomaly Scoring.
IEEE Access, 2022

2021
Evaluation of 2D-/3D-Feet-Detection Methods for Semi-Autonomous Powered Wheelchair Navigation.
J. Imaging, 2021

A Temporal Boosted YOLO-Based Model for Birds Detection around Wind Farms.
J. Imaging, 2021

A study on the effects of compression on hyperspectral image classification.
CoRR, 2021

2020
A Residual-Dyad Encoder Discriminator Network for Remote Sensing Image Matching.
IEEE Trans. Geosci. Remote. Sens., 2020

2019
UAN: Unified Attention Network for Convolutional Neural Networks.
CoRR, 2019

EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning.
CoRR, 2019

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Joint Spatial and Layer Attention for Convolutional Networks.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
A Framework for Video-Driven Crowd Synthesis.
CoRR, 2018

Neural Networks Trained to Solve Differential Equations Learn General Representations.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Real-time Video Summarization on Commodity Hardware.
Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018

2017
An Index Structure for Fast Range Search in Hamming Space.
Proceedings of the 14th Conference on Computer and Robot Vision, 2017

Fast Estimation of Large Displacement Optical Flow Using Dominant Motion Patterns & Sub-Volume PatchMatch Filtering.
Proceedings of the 14th Conference on Computer and Robot Vision, 2017

2016
Automatic video editing for sensor-rich videos.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Constructing image mosaics using focus based depth analysis.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

A Formal Algebra Implementation for Distributed Image and Video Stream Processing.
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

2015
Stereo Reconstruction of Droplet Flight Trajectories.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Automatic parsing of lane and road boundaries in challenging traffic scenes.
J. Electronic Imaging, 2015

Editorial introduction to the special issue on "Image Understanding for Real-World Distributed Video Networks" - Computer Vision and Image Understanding Journal.
Comput. Vis. Image Underst., 2015

2014
Integrating Consumer Smart Cameras into Camera Networks: Opportunities and Obstacles.
Computer, 2014

A Negotiation Protocol with Conditional Offers for Camera Handoffs.
Proceedings of the International Conference on Distributed Smart Cameras, 2014

A Stream Algebra for Computer Vision Pipelines.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Accelerating Cost Volume Filtering Using Salient Subvolumes and Robust Occlusion Handling.
Proceedings of the Computer Vision - ACCV 2014, 2014

Towards Efficient Feedback Control in Streaming Computer Vision Pipelines.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013
Software Laboratory for Camera Networks Research.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2013

Guest Editorial Computational and Smart Cameras.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2013

Droplet Tracking from Unsynchronized Cameras.
Proceedings of the ICPRAM 2013, 2013

I Remember Seeing This Video: Image Driven Search in Video Collections.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

Topic Models for Image Localization.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

Object Video Streams: A Framework for Preserving Privacy in Video Surveillance.
Proceedings of the Intelligent Multimedia Surveillance - Current Trends and Research, 2013

2012
Extraction of Blood Droplet Flight Trajectories from Videos for Forensic Analysis.
Proceedings of the ICPRAM 2012, 2012

Mosaic of near ground UAV videos under parallax effects.
Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012

A Virtual Vision Simulator for Camera Networks Research.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

Road Boundary Detection in Challenging Scenarios.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011
Negotiating Privacy Preferences in Video Surveillance Systems.
Proceedings of the Modern Approaches in Applied Intelligence, 2011

Learning proactive control strategies for PTZ cameras.
Proceedings of the 2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, 2011

Demo: A distributed virtual vision simulator.
Proceedings of the 2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, 2011

Software modeling for embedded and mobile sensor system.
Proceedings of the Center for Advanced Studies on Collaborative Research, 2011

Multi-tasking smart cameras for intelligent video surveillance systems.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

Activity aware video collection to minimize resource usage in smart camera nodes.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Collaborative sensing via local negotiations in ad hoc networks of smart cameras.
Proceedings of the 2010 Fourth ACM/IEEE International Conference on Distributed Smart Cameras, Atlanta, GA, USA - August 31, 2010

2009
Planning ahead for PTZ camera assignment and handoff.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Object-Video Streams for Preserving Privacy in Video Surveillance.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
Smart Camera Networks in Virtual Reality.
Proc. IEEE, 2008

Intelligent perception and control for space robotics.
Mach. Vis. Appl., 2008

Multi-camera Control through Constraint Satisfaction for Persistent Surveillance.
Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008

2007
Intelligent perception in virtual sensor networks and space robotics.
PhD thesis, 2007

Virtual vision: visual sensor networks in virtual reality.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2007

Distributed Coalition Formation in Visual Sensor Networks: A Virtual Vision Approach.
Proceedings of the Distributed Computing in Sensor Systems, 2007

Surveillance in Virtual Reality: System Design and Multi-Camera Control.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Surveillance camera scheduling: a virtual vision approach.
Multim. Syst., 2006

2005
Cognitive Vision for Autonomous Satellite Rendezvous and Docking.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

2004
The Cognitive Controller: A Hybrid, Deliberative/Reactive Control Architecture for Autonomous Robots.
Proceedings of the Innovations in Applied Artificial Intelligence, 2004


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