Umar Asif

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 24

Top Topics

Convolutional Neural Network

Object Recognition

Top Venues

Publications

Umar Asif, Deval Mehta, Stefan von Cavallar, Jianbin Tang, Stefan Harrer
DeepActsNet: A deep ensemble framework combining features from face, hands, and body for action recognition. Pattern Recognit. 139 (2023)
Alessio Quercia, Thomas Frick, Fabian Emanuel Egli, Nicholas Pullen, Isabelle Dupanloup, Jianbin Tang, Umar Asif, Stefan Harrer, Thomas Brunschwiler
Preictal onset detection through unsupervised clustering for epileptic seizure prediction. ICDH (2021)
Deval Mehta, Umar Asif, Tian Hao, Erhan Bilal, Stefan von Cavallar, Stefan Harrer, Jeffrey Rogers
Towards Automated and Marker-Less Parkinson Disease Assessment: Predicting UPDRS Scores Using Sit-Stand Videos. CVPR Workshops (2021)
Deval Mehta, Umar Asif, Tian Hao, Erhan Bilal, Stefan von Cavallar, Stefan Harrer, Jeffrey Rogers
Towards Automated and Marker-less Parkinson Disease Assessment: Predicting UPDRS Scores using Sit-stand videos. CoRR (2021)
Umar Asif, Stefan von Cavallar, Jianbin Tang, Stefan Harrer
SSHFD: Single Shot Human Fall Detection with Occluded Joints Resilience. ECAI (2020)
Umar Asif, Stefan von Cavallar, Jianbin Tang, Stefan Harrer
SSHFD: Single Shot Human Fall Detection with Occluded Joints Resilience. CoRR (2020)
Umar Asif, Jianbin Tang, Stefan Harrer
Ensemble Knowledge Distillation for Learning Improved and Efficient Networks. ECAI (2020)
Umar Asif, Deval Mehta, Stefan von Cavallar, Jianbin Tang, Stefan Harrer
DeepActsNet: Spatial and Motion features from Face, Hands, and Body Combined with Convolutional and Graph Networks for Improved Action Recognition. CoRR (2020)
Umar Asif, Subhrajit Roy, Jianbin Tang, Stefan Harrer
SeizureNet: Multi-Spectral Deep Feature Learning for Seizure Type Classification. MLCN/RNO-AI@MICCAI (2020)
Subhrajit Roy, Umar Asif, Jianbin Tang, Stefan Harrer
Machine Learning for Seizure Type Classification: Setting the benchmark. CoRR (2019)
Umar Asif, Subhrajit Roy, Jianbin Tang, Stefan Harrer
SeizureNet: A Deep Convolutional Neural Network for Accurate Seizure Type Classification and Seizure Detection. CoRR (2019)
Umar Asif, Benjamin S. Mashford, Stefan von Cavallar, Shivanthan A. C. Yohanandan, Subhrajit Roy, Jianbin Tang, Stefan Harrer
Privacy Preserving Human Fall Detection using Video Data. ML4H@NeurIPS (2019)
Umar Asif, Jianbin Tang, Stefan Harrer
Densely Supervised Grasp Detector (DSGD). AAAI (2019)
Umar Asif, Jianbin Tang, Stefan Harrer
Ensemble Knowledge Distillation for Learning Improved and Efficient Networks. CoRR (2019)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
A Multi-Modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 40 (9) (2018)
Shivanthan A. C. Yohanandan, Isabell Kiral-Kornek, Jianbin Tang, Benjamin S. Mashford, Umar Asif, Stefan Harrer
A Robust Low-Cost EEG Motor Imagery-Based Brain-Computer Interface. EMBC (2018)
Umar Asif, Jianbin Tang, Stefan Harrer
EnsembleNet: Improving Grasp Detection using an Ensemble of Convolutional Neural Networks. BMVC (2018)
Umar Asif, Jianbin Tang, Stefan Harrer
GraspNet: An Efficient Convolutional Neural Network for Real-time Grasp Detection for Low-powered Devices. IJCAI (2018)
Umar Asif, Jianbin Tang, Stefan Harrer
Densely Supervised Grasp Detector (DSGD). CoRR (2018)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
RGB-D Object Recognition and Grasp Detection Using Hierarchical Cascaded Forests. IEEE Trans. Robotics 33 (3) (2017)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
Simultaneous dense scene reconstruction and object labeling. ICRA (2016)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
Unsupervised segmentation of unknown objects in complex environments. Auton. Robots 40 (5) (2016)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
Discriminative feature learning for efficient RGB-D object recognition. IROS (2015)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
Efficient RGB-D object categorization using cascaded ensembles of randomized decision trees. ICRA (2015)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
A model-free approach for the segmentation of unknown objects. IROS (2014)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
Model-Free Segmentation and Grasp Selection of Unknown Stacked Objects. ECCV (5) (2014)
Umar Asif, Javaid Iqbal
Motion Planning of a Walking Robot Using attitude Guidance. Int. J. Robotics Autom. 27 (1) (2012)
Umar Asif, Javaid Iqbal
Modeling, Simulation and Motion Cues Visualization of a Six-DOF Motion Platform for Micro-Manipulations. Int. J. Intell. Mechatronics Robotics 1 (3) (2011)
Umar Asif, Javaid Iqbal
Rapid Prototyping of a gait Generation method using Real-Time Hardware in Loop simulation. Int. J. Model. Simul. Sci. Comput. 2 (4) (2011)