Murtaza Taj

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 41

Top Venues

CoRR

ICIP

ICASSP

IEEE Trans. Geosci. Remote. Sens.

Queen Mary University of London, UK (PHD)

Education History

Queen Mary University of London, UK

PHD

Publications

Sana Jabbar, Murtaza Taj
Stereollax Net: Stereo Parallax-Based Deep Learning Network for Building Height Estimation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Muhammad Waleed, Abdul Rauf, Murtaza Taj
Camera Calibration through Geometric Constraints from Rotation and Projection Matrices. CoRR (2024)
Usman Nazir, W. Islam, Murtaza Taj
Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA). CoRR (2023)
Usman Nazir, Murtaza Taj, Momin Uppal, Sara Khalid
Mitigating climate and health impact of small-scale kiln industry using multi-spectral classifier and deep learning. CoRR (2023)
Osama Ahmad, Omer Abdul Jalil, Usman Nazir, Murtaza Taj
Learning adjacency matrix for dynamic graph neural network. CoRR (2023)
Sana Jabbar, Murtaza Taj
Stereoential Net: Deep Network for Learning Building Height Using Stereo Imagery. ICONIP (13) (2023)
Shehryar Malik, Muhammad Umair Haider, Omer Iqbal, Murtaza Taj
Neural Network Pruning Through Constrained Reinforcement Learning. ICPR (2022)
Talha Hanif Butt, Murtaza Taj
Multi-task Learning for Camera Calibration. CoRR (2022)
Talha Hanif Butt, Murtaza Taj
Camera Calibration Through Camera Projection Loss. ICASSP (2022)
Muhammad Usman Qadeer, Salar Saeed, Murtaza Taj, Abubakr Muhammad
Spatio-Temporal Crop Classification On Volumetric Data. ICIP (2021)
Muhammad Umair Haider, Murtaza Taj
Comprehensive Online Network Pruning Via Learnable Scaling Factors. ICIP (2021)
Talha Hanif Butt, Murtaza Taj
Camera Calibration through Camera Projection Loss. CoRR (2021)
Shaiq Munir Malik, Fnu Mohbat, Muhammad Umair Haider, Muhammad Musab Rasheed, Murtaza Taj
Teacher-Class Network: A Neural Network Compression Mechanism. BMVC (2021)
Muhammad Usman Qadeer, Salar Saeed, Murtaza Taj, Abubakr Muhammad
Spatio-temporal Crop Classification On Volumetric Data. CoRR (2021)
Mohbat Tharani, Abdul Wahab Amin, Fezan Rasool, Mohammad Maaz, Murtaza Taj, Abubakar Muhammad
Trash Detection on Water Channels. ICONIP (1) (2021)
Waseem Abbas, Muhammad Khan, Murtaza Taj, Arif Mahmood
Statistically correlated multi-task learning for autonomous driving. Neural Comput. Appl. 33 (19) (2021)
Usman Nazir, He Wang, Murtaza Taj
Survey of Image Based Graph Neural Networks. CoRR (2021)
Shehryar Malik, Muhammad Umair Haider, Omer Iqbal, Murtaza Taj
Neural Network Pruning Through Constrained Reinforcement Learning. CoRR (2021)
Numan Khurshid, Talha Hanif, Mohbat Tharani, Murtaza Taj
Cross-View Image Retrieval - Ground to Aerial Image Retrieval through Deep Learning. CoRR (2020)
Usman Nazir, Usman Khalid Mian, Muhammad Usman Sohail, Murtaza Taj, Momin Uppal
Kiln-Net: A Gated Neural Network for Detection of Brick Kilns in South Asia. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Muhammad Umair Haider, Murtaza Taj
Comprehensive Online Network Pruning via Learnable Scaling Factors. CoRR (2020)
Aftab Ahmed Khan, Akhtar Jamil, Dostdar Hussain, Murtaza Taj, Gul Jabeen, Muhammad Kamran Malik
Machine-Learning Algorithms for Mapping Debris-Covered Glaciers: The Hunza Basin Case Study. IEEE Access 8 (2020)
M. Hammad Masood, Habiba Saim, Murtaza Taj, Mian M. Awais
Early Disease Diagnosis for Rice Crop. CoRR (2020)
Shaiq Munir Malik, Mohbat Tharani, Murtaza Taj
Teacher-Class Network: A Neural Network Compression Mechanism. CoRR (2020)
Numan Khurshid, Mohbat Tharani, Murtaza Taj, Faisal Z. Qureshi
A Residual-Dyad Encoder Discriminator Network for Remote Sensing Image Matching. IEEE Trans. Geosci. Remote. Sens. 58 (3) (2020)
Mohbat Tharani, Abdul Wahab Amin, Mohammad Maaz, Murtaza Taj
Attention Neural Network for Trash Detection on Water Channels. CoRR (2020)
Omair Hassaan, Abeera Shamail, Zain Butt, Murtaza Taj
Point Cloud Segmentation Using Hierarchical Tree for Architectural Models. ICASSP (2019)
Usman Nazir, Numan Khurshid, Muhammad Ahmed Bhimra, Murtaza Taj
Tiny-Inception-ResNet-v2: Using Deep Learning for Eliminating Bonded Labors of Brick Kilns in South Asia. CVPR Workshops (2019)
Numan Khurshid, Talha Hanif, Mohbat Tharani, Murtaza Taj
Cross-View Image Retrieval - Ground to Aerial Image Retrieval Through Deep Learning. ICONIP (2) (2019)
Usman Nazir, Numan Khurshid, Muhammad Ahmed Bhimra, Murtaza Taj
Tiny-Inception-ResNet-v2: Using Deep Learning for Eliminating Bonded Labors of Brick Kilns in South Asia. CoRR (2019)
Muhammad Ahmed Bhimra, Usman Nazir, Murtaza Taj
Using 3D Residual Network for Spatio-temporal Analysis of Remote Sensing Data. ICASSP (2019)
Waseem Abbas, Muhammad Haroon Shakeel, Numan Khurshid, Murtaza Taj
Patch-based Generative Adversarial Network Towards Retinal Vessel Segmentation. CoRR (2019)
Mohbat, Tooba Mukhtar, Numan Khurshid, Murtaza Taj
Dimensionality Reduction Using Discriminative Autoencoders for Remote Sensing Image Retrieval. ICIAP (1) (2019)
Usman Nazir, Ijaz Haider Naqvi, Murtaza Taj
Accurate Localization Algorithm in Wireless Sensor Networks in the Presence of Cross Technology Interference. ICONIP (5) (2019)
Waseem Abbas, Muhammad Haroon Shakeel, Numan Khurshid, Murtaza Taj
Patch-Based Generative Adversarial Network Towards Retinal Vessel Segmentation. ICONIP (4) (2019)
Omair Hassaan, Abeera Shamail, Zain Butt, Murtaza Taj
Point cloud segmentation using hierarchical tree for architectural models. CoRR (2018)
Mohbat Tharani, Numan Khurshid, Murtaza Taj
Unsupervised Deep Features for Remote Sensing Image Matching via Discriminator Network. CoRR (2018)
Usama Shafiq, Murtaza Taj, Mohsen Ali
More for less: Insights into convolutional nets for 3D point cloud recognition. ICIP (2017)
Reema Bajwa, Syed Rizwan Gilani, Murtaza Taj
3D Architectural Modeling: Coarse-to-fine model fitting on point cloud. CGI (Short Papers) (2016)
Ahsan Abdullah, Reema Bajwa, Syed Rizwan Gilani, Zuha Agha, Saeed Boor Boor, Murtaza Taj, Sohaib Ahmed Khan
3D Architectural Modeling: Efficient RANSAC for n-gonal Primitive Fitting. Eurographics (Short Papers) (2015)
Ali Inam, Murtaza Taj, Sohaib Khan, Umar Nadeem, Zahra Mansoor, Zubair Khurshid Bhatti
Leveraging Smartphones to Monitor Attendance in Public Facilities. ACM DEV (2015)
Abdul Rafay Khalid, Ali Hassan, Murtaza Taj
Efficient 2D human pose estimation using mean-shift. ICIP (2014)
Ali Hassan, Murtaza Taj
2D articulated human pose tracking: A hybrid approach. ICIP (2014)
Murtaza Taj, Andrea Cavallaro
Interaction recognition in wide areas using audiovisual sensors. ICIP (2012)
Murtaza Taj, Andrea Cavallaro
Distributed and Decentralized Multicamera Tracking. IEEE Signal Process. Mag. 28 (3) (2011)
Fahad Daniyal, Murtaza Taj, Andrea Cavallaro
Content and task-based view selection from multiple video streams. Multim. Tools Appl. 46 (2-3) (2010)
Murtaza Taj, Andrea Cavallaro
Multi-camera track-before-detect. ICDSC (2009)
Murtaza Taj, Andrea Cavallaro
Audio-assisted trajectory estimation in non-overlapping multi-camera networks. ICASSP (2009)
Murtaza Taj, Andrea Cavallaro
Object and Scene-Centric Activity Detection Using State Occupancy Duration Modeling. AVSS (2008)
Murtaza Taj, Fahad Daniyal, Andrea Cavallaro
Event analysis on TRECVid 2008 LondonGatwick dataset. TRECVID (2008)
Gabin Kayumbi, Pier Luigi Mazzeo, Paolo Spagnolo, Murtaza Taj, Andrea Cavallaro
Distributed visual sensing for virtual top-view trajectory generation in football videos. CIVR (2008)
Stefan M. Karlsson, Murtaza Taj, Andrea Cavallaro
Detection and Tracking of Humans and Faces. EURASIP J. Image Video Process. 2008 (2008)
Huiyu Zhou, Murtaza Taj, Andrea Cavallaro
Target Detection and Tracking With Heterogeneous Sensors. IEEE J. Sel. Top. Signal Process. 2 (4) (2008)
Emilio Maggio, Murtaza Taj, Andrea Cavallaro
Efficient Multitarget Visual Tracking Using Random Finite Sets. IEEE Trans. Circuits Syst. Video Technol. 18 (8) (2008)
Fahad Daniyal, Murtaza Taj, Andrea Cavallaro
Content-aware ranking of video segments. ICDSC (2008)
Andrea Cavallaro, Ruchira Chandrasekera, Murtaza Taj
Hands-On Experience in Image Processing: The Automated Lecture Cameraman. ICASSP (3) (2007)
Huiyu Zhou, Murtaza Taj, Andrea Cavallaro
Audiovisual Tracking Using STAC Sensors. ICDSC (2007)
Nadeem Anjum, Murtaza Taj, Andrea Cavallaro
Relative Position Estimation of Non-Overlapping Cameras. ICASSP (2) (2007)
Matteo Bregonzio, Murtaza Taj, Andrea Cavallaro
Multi-Modal Particle Filtering Tracking using Appearance, Motion and Audio Likelihoods. ICIP (5) (2007)
Murtaza Taj, Emilio Maggio, Andrea Cavallaro
Objective Evaluation of Pedestrian and Vehicle Tracking on the CLEAR Surveillance Dataset. CLEAR (2007)
Murtaza Taj, Andrea Cavallaro
Multi-Camera Scene Analysis using an Object-Centric Continuous Distribution Hidden Markov Model. ICIP (4) (2007)
Murtaza Taj, Emilio Maggio, Andrea Cavallaro
Multi-feature Graph-Based Object Tracking. CLEAR (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Murtaza Taj