M. Saquib Sarfraz

According to our database, M. Saquib Sarfraz authored at least 62 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Deep Learning-Based Detection of Oil Spills in Pakistan's Exclusive Economic Zone from January 2017 to December 2023.

Abdul Basit, Muhammad Adnan Siddique, Salman Bashir, Ehtasham Naseer, Muhammad Saquib Sarfraz

Remote. Sens., July, 2024

Recognizing affective states from the expressive behavior of tennis players using convolutional neural networks.

Darko Jekauc, Diana Burkart, Julian Fritsch, Marc Hesenius, Ole Meyer, M. Saquib Sarfraz, Rainer Stiefelhagen

Knowl. Based Syst., 2024

Muscles in Time: Learning to Understand Human Motion by Simulating Muscle Activations.

David Schneider, Simon Reiß, Marco Kugler, Alexander Jaus, Kunyu Peng, Susanne Sutschet, M. Saquib Sarfraz, Sven Matthiesen, Rainer Stiefelhagen

CoRR, 2024

Masked Differential Privacy.

David Schneider, Sina Sajadmanesh, Vikash Sehwag, M. Saquib Sarfraz, Rainer Stiefelhagen, Lingjuan Lyu, Vivek Sharma

CoRR, 2024

Spacewalker: Traversing Representation Spaces for Fast Interactive Exploration and Annotation of Unstructured Data.

Lukas Heine, Fabian Hörst, Jana Fragemann, Gijs Luijten, Miriam Balzer, Jan Egger, Fin Hendrik Bahnsen, M. Saquib Sarfraz, Jens Kleesiek, Constantin Seibold

CoRR, 2024

Referring Atomic Video Action Recognition.

Kunyu Peng, Jia Fu, Kailun Yang, Di Wen, Yufan Chen, Ruiping Liu, Junwei Zheng, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg

CoRR, 2024

Towards Video-based Activated Muscle Group Estimation in the Wild.

Kunyu Peng, David Schneider, Alina Roitberg, Kailun Yang, Jiaming Zhang, Chen Deng, Kaiyu Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation.

Ruiping Liu, Jiaming Zhang, Kunyu Peng, Yufan Chen, Ke Cao, Junwei Zheng, M. Saquib Sarfraz, Kailun Yang, Rainer Stiefelhagen

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Position: Quo Vadis, Unsupervised Time Series Anomaly Detection?

M. Saquib Sarfraz, Mei-Yen Chen, Lukas Layer, Kunyu Peng, Marios Koulakis

Proceedings of the Forty-first International Conference on Machine Learning, 2024

AltChart: Enhancing VLM-Based Chart Summarization Through Multi-pretext Tasks.

Omar Moured, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment.

Muhammad Sohail Danish, Muhammad Haris Khan, Muhammad Akhtar Munir, M. Saquib Sarfraz, Mohsen Ali

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Navigating Open Set Scenarios for Skeleton-Based Action Recognition.

Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Domain Adaptive Object Detection via Balancing Between Self-Training and Adversarial Learning.

Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

FeatFSDA: Towards Few-shot Domain Adaptation for Video-based Activity Recognition.

Kunyu Peng, Di Wen, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg

CoRR, 2023

MuscleMap: Towards Video-based Activated Muscle Group Estimation.

Kunyu Peng, David Schneider, Alina Roitberg, Kailun Yang, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen

CoRR, 2023

2022

Comparison of CNNs and Vision Transformers-Based Hybrid Models Using Gradient Profile Loss for Classification of Oil Spills in SAR Images.

Abdul Basit, Muhammad Adnan Siddique, Muhammad Khurram Bhatti, Muhammad Saquib Sarfraz

Remote. Sens., 2022

Towards Improving Calibration in Object Detection Under Domain Shift.

Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Breaking with Fixed Set Pathology Recognition Through Report-Guided Contrastive Training.

Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Rainer Stiefelhagen, Jens Kleesiek

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Pose-based Contrastive Learning for Domain Agnostic Activity Representations.

David Schneider, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction.

M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding.

Constantin Marc Seibold, Simon Reiß, M. Saquib Sarfraz, Matthias A. Fink, Victoria Mayer, Jan Sellner, Moon-Sung Kim, Klaus H. Maier-Hein, Jens Kleesiek, Rainer Stiefelhagen

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection.

Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali

CoRR, 2021

Unsupervised Meta-Domain Adaptation for Fashion Retrieval.

Vivek Sharma, Naila Murray, Diane Larlus, M. Saquib Sarfraz, Rainer Stiefelhagen, Gabriela Csurka

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection.

Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Deep Learning Based Oil Spill Classification Using Unet Convolutional Neural Network.

Abdul Basit, Muhammad Adnan Siddique, Muhammad Saquib Sarfraz

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Vi²CLR: Video and Image for Visual Contrastive Learning of Representation.

Ali Diba, Vivek Sharma, Reza Safdari, Dariush Lotfi, M. Saquib Sarfraz, Rainer Stiefelhagen, Luc Van Gool

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation.

M. Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool, Rainer Stiefelhagen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Video Face Clustering With Self-Supervised Representation Learning.

Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen

IEEE Trans. Biom. Behav. Identity Sci., 2020

Clustering based Contrastive Learning for Improving Face Representations.

Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Anchor-free Small-scale Multispectral Pedestrian Detection.

Alexander Wolpert, Michael Teutsch, M. Saquib Sarfraz, Rainer Stiefelhagen

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Self-Supervised Learning of Face Representations for Video Face Clustering.

Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Motion Signatures for the Analysis of Seizure Evolution in Epilepsy.

David Ahmedt-Aristizabal, M. Saquib Sarfraz, Simon Denman, Kien Nguyen, Clinton Fookes, Sasha Dionisio, Rainer Stiefelhagen

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Vision-Based Mouth Motion Analysis in Epilepsy: A 3D Perspective.

David Ahmedt-Aristizabal, Kien Nguyen, Simon Denman, M. Saquib Sarfraz, Sridha Sridharan, Sasha Dionisio, Clinton Fookes

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Efficient Parameter-Free Clustering Using First Neighbor Relations.

M. Saquib Sarfraz, Vivek Sharma, Rainer Stiefelhagen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss.

M. Saquib Sarfraz, Constantin Seibold, Haroon Khalid, Rainer Stiefelhagen

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

PLUMCOT at TRECVid Instance Search 2018.

Hervé Bredin, Benjamin Maurice, Ruiqing Yin, Camille Guinaudeau, Aman Behre, Claude Barras, Vivek Sharma, M. Saquib Sarfraz

Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

Icme Grand Challenge Results on Heterogeneous Face Recognition: Polarimetric Thermal-to-Visible Matching.

Benjamin S. Riggan, Nathaniel J. Short, M. Saquib Sarfraz, Shuowen Hu, He Zhang, Vishal M. Patel, Sanka Rasnayaka, Jing Li, Terence Sim, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi

Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking.

M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

A Multimodal Assistive System for Helping Visually Impaired in Social Interactions.

M. Saquib Sarfraz, Angela Constantinescu, Melanie Zuzej, Rainer Stiefelhagen

Inform. Spektrum, 2017

Deep Perceptual Mapping for Cross-Modal Face Recognition.

M. Saquib Sarfraz, Rainer Stiefelhagen

Int. J. Comput. Vis., 2017

Heterogeneous Face Recognition: Recent Advances in Infrared-to-Visible Matching.

Shuowen Hu, Nathaniel J. Short, Benjamin S. Riggan, Matthew Chasse, M. Saquib Sarfraz

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model.

M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen

Proceedings of the British Machine Vision Conference 2017, 2017

2015

Exploiting colour information for better scene text detection and recognition.

Muhammad Fraz, M. Saquib Sarfraz, Eran A. Edirisinghe

Int. J. Document Anal. Recognit., 2015

Deep Perceptual Mapping for Thermal to Visible Face Recognition.

M. Saquib Sarfraz, Rainer Stiefelhagen

CoRR, 2015

3D Facial Landmark Detection: How to Deal with Head Rotations?

Anke Schwarz, Esther-Sabrina Wacker, Manuel Martin, M. Saquib Sarfraz, Rainer Stiefelhagen

Proceedings of the Pattern Recognition - 37th German Conference, 2015

Deep Perceptual Mapping for Thermal to Visible Face Recogntion.

M. Saquib Sarfraz, Rainer Stiefelhagen

Proceedings of the British Machine Vision Conference 2015, 2015

2014

Mid-level-Representation Based Lexicon for Vehicle Make and Model Recognition.

Muhammad Fraz, Eran A. Edirisinghe, M. Saquib Sarfraz

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Exploiting Color Information for Better Scene Text Recognition.

Muhammad Fraz, M. Saquib Sarfraz, Eran A. Edirisinghe

Proceedings of the British Machine Vision Conference, 2014

2013

Real-time automatic license plate recognition for CCTV forensic applications.

M. Saquib Sarfraz, Azeem Shahzad, Muhammad Adnan Elahi, Muhammad Fraz, Iffat Zafar, Eran A. Edirisinghe

J. Real Time Image Process., 2013

Human object annotation for surveillance video forensics.

Muhammad Fraz, Iffat Zafar, Giounona Tzanidou, Eran A. Edirisinghe, Muhammad Saquib Sarfraz

J. Electronic Imaging, 2013

RPM: Random Points Matching for Pair wise Face-Similarity.

M. Saquib Sarfraz, Muhammad Adnan Siddique, Rainer Stiefelhagen

Proceedings of the British Machine Vision Conference, 2013

2012

Automatic registration of SAR and optical images based on mutual information assisted Monte Carlo.

Muhammad Adnan Siddique, M. Saquib Sarfraz, David Bornemann, Olaf Hellwich

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Real Time Localization, Tracking and Recognition of Vehicle License Plate.

Azeem Shahzad, Muhammad Fraz, Muhammad Adnan Elahi, M. Saquib Sarfraz

Proceedings of the VISAPP 2011, 2011

A Probabilistic Framework for Patch based Vehicle Type Recognition.

M. Saquib Sarfraz, Muhammad Haris Khan

Proceedings of the VISAPP 2011, 2011

Text Detection in Still Images and CCTV Videos using Local Energy based Shape Histogram Features (LESH).

Muhammad Fraz, M. Saquib Sarfraz

Proceedings of the VISAPP 2011, 2011

2010

Probabilistic learning for fully automatic face recognition across pose.

M. Saquib Sarfraz, Olaf Hellwich

Image Vis. Comput., 2010

2009

Bayesian prior models for vehicle make and model recognition.

M. Saquib Sarfraz, Ahmed Saeed, Muhammad Haris Khan, Zahid Riaz

Proceedings of the FIT '09, 2009

Multi-feature fusion in advanced robotics applications.

Zahid Riaz, Christoph Mayer, Michael Beetz, Bernd Radig, M. Saquib Sarfraz

Proceedings of the FIT '09, 2009

2008

Towards automatic face recognition in unconstrained ccenarios.

Muhammad Saquib Sarfraz

PhD thesis, 2008

On Head Pose Estimation in Face Recognition.

M. Saquib Sarfraz, Olaf Hellwich

Proceedings of the Computer Vision and Computer Graphics. Theory and Applications, 2008

Head Pose Estimation in Face Recognition Across Pose Scenarios.

M. Saquib Sarfraz, Olaf Hellwich

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Statistical appearance models for automatic pose invariant face recognition.

M. Saquib Sarfraz, Olaf Hellwich

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008