Murtaza Taj

Orcid: 0000-0003-2353-4462

According to our database1, Murtaza Taj authored at least 59 papers between 2006 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Stereollax Net: Stereo Parallax-Based Deep Learning Network for Building Height Estimation.
IEEE Trans. Geosci. Remote. Sens., 2024

Camera Calibration through Geometric Constraints from Rotation and Projection Matrices.
CoRR, 2024

2023
Learning adjacency matrix for dynamic graph neural network.
CoRR, 2023

Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA).
CoRR, 2023

Mitigating climate and health impact of small-scale kiln industry using multi-spectral classifier and deep learning.
CoRR, 2023

Stereoential Net: Deep Network for Learning Building Height Using Stereo Imagery.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022
Multi-task Learning for Camera Calibration.
CoRR, 2022

Neural Network Pruning Through Constrained Reinforcement Learning.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Camera Calibration Through Camera Projection Loss.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Statistically correlated multi-task learning for autonomous driving.
Neural Comput. Appl., 2021

Survey of Image Based Graph Neural Networks.
CoRR, 2021

Trash Detection on Water Channels.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Spatio-Temporal Crop Classification On Volumetric Data.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Comprehensive Online Network Pruning Via Learnable Scaling Factors.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Teacher-Class Network: A Neural Network Compression Mechanism.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

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

Kiln-Net: A Gated Neural Network for Detection of Brick Kilns in South Asia.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Attention Neural Network for Trash Detection on Water Channels.
CoRR, 2020

Early Disease Diagnosis for Rice Crop.
CoRR, 2020

Teacher-Class Network: A Neural Network Compression Mechanism.
CoRR, 2020

Machine-Learning Algorithms for Mapping Debris-Covered Glaciers: The Hunza Basin Case Study.
IEEE Access, 2020

2019
Accurate Localization Algorithm in Wireless Sensor Networks in the Presence of Cross Technology Interference.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Cross-View Image Retrieval - Ground to Aerial Image Retrieval Through Deep Learning.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Patch-Based Generative Adversarial Network Towards Retinal Vessel Segmentation.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Dimensionality Reduction Using Discriminative Autoencoders for Remote Sensing Image Retrieval.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Point Cloud Segmentation Using Hierarchical Tree for Architectural Models.
Proceedings of the IEEE International Conference on Acoustics, 2019

Using 3D Residual Network for Spatio-temporal Analysis of Remote Sensing Data.
Proceedings of the IEEE International Conference on Acoustics, 2019

Tiny-Inception-ResNet-v2: Using Deep Learning for Eliminating Bonded Labors of Brick Kilns in South Asia.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Unsupervised Deep Features for Remote Sensing Image Matching via Discriminator Network.
CoRR, 2018

2017
More for less: Insights into convolutional nets for 3D point cloud recognition.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
3D Architectural Modeling: Coarse-to-fine model fitting on point cloud.
Proceedings of the Short Paper Proceedings of the 33rd Computer Graphics International, Heraklion, Greece, June 28, 2016

2015
3D Architectural Modeling: Efficient RANSAC for n-gonal Primitive Fitting.
Proceedings of the 36th Annual Conference of the European Association for Computer Graphics, 2015

Leveraging Smartphones to Monitor Attendance in Public Facilities.
Proceedings of the 2015 Annual Symposium on Computing for Development, 2015

2014
Efficient 2D human pose estimation using mean-shift.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2D articulated human pose tracking: A hybrid approach.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2D Human Pose Estimation and Tracking in Non-overlapping Cameras.
Proceedings of the Human Behavior Understanding in Networked Sensing, 2014

2013
Simultaneous Detection and Tracking with Multiple Cameras.
Proceedings of the Machine Learning for Computer Vision, 2013

2012
Interaction recognition in wide areas using audiovisual sensors.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
Distributed and Decentralized Multicamera Tracking.
IEEE Signal Process. Mag., 2011

2010
Recognizing Interactions in Video.
Proceedings of the Intelligent Multimedia Analysis for Security Applications, 2010

Multi-view Multi-object Detection and Tracking.
Proceedings of the Computer Vision: Detection, Recognition and Reconstruction, 2010

Content and task-based view selection from multiple video streams.
Multim. Tools Appl., 2010

2009
Tracking interacting targets in multi-modal sensors.
PhD thesis, 2009

Multi-camera track-before-detect.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Audio-assisted trajectory estimation in non-overlapping multi-camera networks.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Efficient Multitarget Visual Tracking Using Random Finite Sets.
IEEE Trans. Circuits Syst. Video Technol., 2008

Target Detection and Tracking With Heterogeneous Sensors.
IEEE J. Sel. Top. Signal Process., 2008

Detection and Tracking of Humans and Faces.
EURASIP J. Image Video Process., 2008

Event analysis on TRECVid 2008 LondonGatwick dataset.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Content-aware ranking of video segments.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Distributed visual sensing for virtual top-view trajectory generation in football videos.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Object and Scene-Centric Activity Detection Using State Occupancy Duration Modeling.
Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008

2007
Multi-Camera Scene Analysis using an Object-Centric Continuous Distribution Hidden Markov Model.
Proceedings of the International Conference on Image Processing, 2007

Multi-Modal Particle Filtering Tracking using Appearance, Motion and Audio Likelihoods.
Proceedings of the International Conference on Image Processing, 2007

Audiovisual Tracking Using STAC Sensors.
Proceedings of the 2007 First ACM/IEEE International Conference on Distributed Smart Cameras, 2007

Hands-On Experience in Image Processing: The Automated Lecture Cameraman.
Proceedings of the IEEE International Conference on Acoustics, 2007

Relative Position Estimation of Non-Overlapping Cameras.
Proceedings of the IEEE International Conference on Acoustics, 2007

Objective Evaluation of Pedestrian and Vehicle Tracking on the CLEAR Surveillance Dataset.
Proceedings of the Multimodal Technologies for Perception of Humans, 2007

2006
Multi-feature Graph-Based Object Tracking.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006


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