M. Saquib Sarfraz

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 56

Top Topics

Face Recognition

Graph Embedding

Object Detection

Top Venues

Publications

Ruiping Liu, Jiaming Zhang, Kunyu Peng, Yufan Chen, Ke Cao, Junwei Zheng, M. Saquib Sarfraz, Kailun Yang, Rainer Stiefelhagen
Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation. CoRR (2024)
Omar Moured, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen
AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks. CoRR (2024)
Ruiping Liu, Jiaming Zhang, Kunyu Peng, Yufan Chen, Ke Cao, Junwei Zheng, M. Saquib Sarfraz, Kailun Yang, Rainer Stiefelhagen
Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation. IV (2024)
M. Saquib Sarfraz, Mei-Yen Chen, Lukas Layer, Kunyu Peng, Marios Koulakis
Position: Quo Vadis, Unsupervised Time Series Anomaly Detection? CoRR (2024)
Muhammad Sohail Danish, Muhammad Haris Khan, Muhammad Akhtar Munir, M. Saquib Sarfraz, Mohsen Ali
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment. CoRR (2024)
Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
Navigating Open Set Scenarios for Skeleton-Based Action Recognition. AAAI (2024)
Darko Jekauc, Diana Burkart, Julian Fritsch, Marc Hesenius, Ole Meyer, M. Saquib Sarfraz, Rainer Stiefelhagen
Recognizing affective states from the expressive behavior of tennis players using convolutional neural networks. Knowl. Based Syst. 295 (2024)
Kunyu Peng, Jia Fu, Kailun Yang, Di Wen, Yufan Chen, Ruiping Liu, Junwei Zheng, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
Referring Atomic Video Action Recognition. CoRR (2024)
Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali
Domain Adaptive Object Detection via Balancing Between Self-Training and Adversarial Learning. CoRR (2023)
Kunyu Peng, David Schneider, Alina Roitberg, Kailun Yang, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen
MuscleMap: Towards Video-based Activated Muscle Group Estimation. CoRR (2023)
Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
Navigating Open Set Scenarios for Skeleton-based Action Recognition. CoRR (2023)
Kunyu Peng, Di Wen, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
FeatFSDA: Towards Few-shot Domain Adaptation for Video-based Activity Recognition. CoRR (2023)
Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali
Domain Adaptive Object Detection via Balancing Between Self-Training and Adversarial Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Rainer Stiefelhagen, Jens Kleesiek
Breaking with Fixed Set Pathology Recognition Through Report-Guided Contrastive Training. MICCAI (5) (2022)
David Schneider, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen
Pose-based Contrastive Learning for Domain Agnostic Activity Representations. CVPR Workshops (2022)
Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Rainer Stiefelhagen, Jens Kleesiek
Breaking with Fixed Set Pathology Recognition through Report-Guided Contrastive Training. CoRR (2022)
M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction. CoRR (2022)
M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction. CVPR (2022)
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
Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding. BMVC (2022)
Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali
Towards Improving Calibration in Object Detection Under Domain Shift. CoRR (2022)
Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali
Towards Improving Calibration in Object Detection Under Domain Shift. NeurIPS (2022)
Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Matthias A. Fink, Victoria Mayer, Jan Sellner, Moon-Sung Kim, Klaus H. Maier-Hein, Jens Kleesiek, Rainer Stiefelhagen
Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding. CoRR (2022)
Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali
Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection. CoRR (2021)
Ali Diba, Vivek Sharma, Reza Safdari, Dariush Lotfi, M. Saquib Sarfraz, Rainer Stiefelhagen, Luc Van Gool
CLR: Video and Image for Visual Contrastive Learning of Representation. ICCV (2021)
Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali
SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection. NeurIPS (2021)
M. Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool, Rainer Stiefelhagen
Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation. CoRR (2021)
M. Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool, Rainer Stiefelhagen
Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation. CVPR (2021)
Vivek Sharma, Naila Murray, Diane Larlus, M. Saquib Sarfraz, Rainer Stiefelhagen, Gabriela Csurka
Unsupervised Meta-Domain Adaptation for Fashion Retrieval. WACV (2021)
Alexander Wolpert, Michael Teutsch, M. Saquib Sarfraz, Rainer Stiefelhagen
Anchor-free Small-scale Multispectral Pedestrian Detection. BMVC (2020)
Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen
Clustering based Contrastive Learning for Improving Face Representations. CoRR (2020)
Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen
Clustering based Contrastive Learning for Improving Face Representations. FG (2020)
Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen
Video Face Clustering With Self-Supervised Representation Learning. IEEE Trans. Biom. Behav. Identity Sci. 2 (2) (2020)
Alexander Wolpert, Michael Teutsch, M. Saquib Sarfraz, Rainer Stiefelhagen
Anchor-free Small-scale Multispectral Pedestrian Detection. CoRR (2020)
David Ahmedt-Aristizabal, Kien Nguyen, Simon Denman, M. Saquib Sarfraz, Sridha Sridharan, Sasha Dionisio, Clinton Fookes
Vision-Based Mouth Motion Analysis in Epilepsy: A 3D Perspective. EMBC (2019)
M. Saquib Sarfraz, Vivek Sharma, Rainer Stiefelhagen
Efficient Parameter-Free Clustering Using First Neighbor Relations. CVPR (2019)
M. Saquib Sarfraz, Vivek Sharma, Rainer Stiefelhagen
Efficient Parameter-free Clustering Using First Neighbor Relations. CoRR (2019)
Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen
Self-Supervised Learning of Face Representations for Video Face Clustering. FG (2019)
David Ahmedt-Aristizabal, M. Saquib Sarfraz, Simon Denman, Kien Nguyen, Clinton Fookes, Sasha Dionisio, Rainer Stiefelhagen
Motion Signatures for the Analysis of Seizure Evolution in Epilepsy. EMBC (2019)
Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen
Self-Supervised Learning of Face Representations for Video Face Clustering. CoRR (2019)
M. Saquib Sarfraz, Constantin Seibold, Haroon Khalid, Rainer Stiefelhagen
Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss. CoRR (2019)
M. Saquib Sarfraz, Constantin Seibold, Haroon Khalid, Rainer Stiefelhagen
Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss. BMVC (2019)
M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen
A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking. CVPR (2018)
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
Icme Grand Challenge Results on Heterogeneous Face Recognition: Polarimetric Thermal-to-Visible Matching. ICME Workshops (2018)
Hervé Bredin, Benjamin Maurice, Ruiqing Yin, Camille Guinaudeau, Aman Behre, Claude Barras, Vivek Sharma, M. Saquib Sarfraz
PLUMCOT at TRECVid Instance Search 2018. TRECVID (2018)
M. Saquib Sarfraz, Angela Constantinescu, Melanie Zuzej, Rainer Stiefelhagen
A Multimodal Assistive System for Helping Visually Impaired in Social Interactions. Inform. Spektrum 40 (6) (2017)
M. Saquib Sarfraz, Rainer Stiefelhagen
Deep Perceptual Mapping for Cross-Modal Face Recognition. Int. J. Comput. Vis. 122 (3) (2017)
Shuowen Hu, Nathaniel J. Short, Benjamin S. Riggan, Matthew Chasse, M. Saquib Sarfraz
Heterogeneous Face Recognition: Recent Advances in Infrared-to-Visible Matching. FG (2017)
M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking. CoRR (2017)
M. Saquib Sarfraz, Angela Constantinescu, Melanie Zuzej, Rainer Stiefelhagen
A Multimodal Assistive System for Helping Visually Impaired in Social Interactions. CoRR (2017)
M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen
Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. BMVC (2017)
M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen
Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. CoRR (2017)
M. Saquib Sarfraz, Rainer Stiefelhagen
Deep Perceptual Mapping for Cross-Modal Face Recognition. CoRR (2016)
M. Saquib Sarfraz, Rainer Stiefelhagen
Deep Perceptual Mapping for Thermal to Visible Face Recognition. CoRR (2015)
Muhammad Fraz, M. Saquib Sarfraz, Eran A. Edirisinghe
Exploiting colour information for better scene text detection and recognition. Int. J. Document Anal. Recognit. 18 (2) (2015)
M. Saquib Sarfraz, Rainer Stiefelhagen
Deep Perceptual Mapping for Thermal to Visible Face Recogntion. BMVC (2015)
Anke Schwarz, Esther-Sabrina Wacker, Manuel Martin, M. Saquib Sarfraz, Rainer Stiefelhagen
3D Facial Landmark Detection: How to Deal with Head Rotations? GCPR (2015)
Muhammad Fraz, M. Saquib Sarfraz, Eran A. Edirisinghe
Exploiting Color Information for Better Scene Text Recognition. BMVC (2014)
Muhammad Fraz, Eran A. Edirisinghe, M. Saquib Sarfraz
Mid-level-Representation Based Lexicon for Vehicle Make and Model Recognition. ICPR (2014)
M. Saquib Sarfraz, Muhammad Adnan Siddique, Rainer Stiefelhagen
RPM: Random Points Matching for Pair wise Face-Similarity. BMVC (2013)
M. Saquib Sarfraz, Azeem Shahzad, Muhammad Adnan Elahi, Muhammad Fraz, Iffat Zafar, Eran A. Edirisinghe
Real-time automatic license plate recognition for CCTV forensic applications. J. Real Time Image Process. 8 (3) (2013)
Muhammad Adnan Siddique, M. Saquib Sarfraz, David Bornemann, Olaf Hellwich
Automatic registration of SAR and optical images based on mutual information assisted Monte Carlo. IGARSS (2012)
Azeem Shahzad, Muhammad Fraz, Muhammad Adnan Elahi, M. Saquib Sarfraz
Real Time Localization, Tracking and Recognition of Vehicle License Plate. VISAPP (2011)
M. Saquib Sarfraz, Muhammad Haris Khan
A Probabilistic Framework for Patch based Vehicle Type Recognition. VISAPP (2011)
Muhammad Fraz, M. Saquib Sarfraz
Text Detection in Still Images and CCTV Videos using Local Energy based Shape Histogram Features (LESH). VISAPP (2011)
M. Saquib Sarfraz, Olaf Hellwich
Probabilistic learning for fully automatic face recognition across pose. Image Vis. Comput. 28 (5) (2010)
M. Saquib Sarfraz, Ahmed Saeed, Muhammad Haris Khan, Zahid Riaz
Bayesian prior models for vehicle make and model recognition. FIT (2009)
Zahid Riaz, Christoph Mayer, Michael Beetz, Bernd Radig, M. Saquib Sarfraz
Multi-feature fusion in advanced robotics applications. FIT (2009)
M. Saquib Sarfraz, Olaf Hellwich
Head Pose Estimation in Face Recognition Across Pose Scenarios. VISAPP (1) (2008)
M. Saquib Sarfraz, Olaf Hellwich
Statistical appearance models for automatic pose invariant face recognition. FG (2008)
M. Saquib Sarfraz, Olaf Hellwich
On Head Pose Estimation in Face Recognition. VISIGRAPP (Selected Papers) (2008)