Muhammad Asad

52 papers A* 1A 2B 3Journal 25Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Confidence-aware Monocular Depth Estimation for Minimally Invasive Surgery.
CoRR
Muhammad Asad, Emanuele Colleoni, Pritesh Mehta, Nicolas Toussaint, Ricardo Sanchez-Matilla, Maria Robu, Faisal Bashir, Rahim Mohammadi, Imanol Luengo, Danail Stoyanov
2025 A conf
CAMS: Convolution and Attention-Free Mamba-Based Cardiac Image Segmentation.
WACV
Abbas Khan, Muhammad Asad, Martin Benning, Caroline H. Roney, Gregory G. Slabaugh
2025 A conf
Compositional Segmentation of Cardiac Images Leveraging Metadata.
WACV
Abbas Khan, Muhammad Asad, Martin Benning, Caroline H. Roney, Gregory G. Slabaugh
2025 J jnl
HanDrawer: Leveraging Spatial Information to Render Realistic Hands Using a Conditional Diffusion Model in Single Stage.
CoRR
Qifan Fu, Xu Chen, Muhammad Asad, Shanxin Yuan, Changjae Oh, Gregory G. Slabaugh
2025 A* conf
Robust Photo-Realistic Hand Gesture Generation: from Single View to Multiple View.
ACM Multimedia
Qifan Fu, Xu Chen, Muhammad Asad, Shanxin Yuan, Changjae Oh, Gregory G. Slabaugh
2025 J jnl
Robust Photo-Realistic Hand Gesture Generation: from Single View to Multiple View.
CoRR
Qifan Fu, Xu Chen, Muhammad Asad, Shanxin Yuan, Changjae Oh, Gregory G. Slabaugh
2025 — conf
Temporally Stable Monocular Depth Estimation in Surgical Vision.
COLAS@MICCAI
Jialang Xu, Emanuele Colleoni, Nicolas Toussaint, Muhammad Asad, Ricardo Sanchez-Matilla, Evangelos B. Mazomenos, Imanol Luengo, Danail Stoyanov
2025 J jnl
Towards the Automatic Segmentation, Modeling and Meshing of the Aortic Vessel Tree from Multicenter Acquisitions: An Overview of the SEG.A. 2023 Segmentation of the Aorta Challenge.
CoRR
Yuan Jin, Antonio Pepe, Gian Marco Melito, Yuxuan Chen, Yunsu Byeon, Hyeseong Kim, Kyungwon Kim, Doohyun Park, Euijoon Choi, Dosik Hwang, Andriy Myronenko, Dong Yang, Yufan He, Daguang Xu, Ayman El-Ghotni, Mohamed Nabil, Hossam El-Kady, Ahmed Ayyad, Amr Nasr, Marek Wodzinski, Henning Müller, Hyeongyu Kim, Yejee Shin, Abbas Khan, Muhammad Asad, Alexander M. Zolotarev, Caroline H. Roney, Anthony Mathur, Martin Benning, Gregory G. Slabaugh, Theodoros P. Vagenas, Konstantinos Georgas, George K. Matsopoulos, Jihan Zhang, Zhen Zhang, Liqin Huang, Christian Mayer, Heinrich Mächler, Jan Egger
2025 — conf
Zero-Shot Monocular Metric Depth for Endoscopic Images.
DEMI@MICCAI
Nicolas Toussaint, Emanuele Colleoni, Ricardo Sanchez-Matilla, Joshua Sutcliffe, Vanessa Thompson, Muhammad Asad, Imanol Luengo, Danail Stoyanov
2025 J jnl
Zero-shot Monocular Metric Depth for Endoscopic Images.
CoRR
Nicolas Toussaint, Emanuele Colleoni, Ricardo Sanchez-Matilla, Joshua Sutcliffe, Vanessa Thompson, Muhammad Asad, Imanol Luengo, Danail Stoyanov
2024 J jnl
Adaptive Multi-Modal Control of Digital Human Hand Synthesis Using a Region-Aware Cycle Loss.
CoRR
Qifan Fu, Xiaohang Yang, Muhammad Asad, Changjae Oh, Shanxin Yuan, Gregory G. Slabaugh
2024 — conf
Adaptive Multi-modal Control of Digital Human Hand Synthesis Using a Region-Aware Cycle Loss.
ECCV Workshops (14)
Qifan Fu, Xiaohang Yang, Muhammad Asad, Changjae Oh, Shanxin Yuan, Gregory G. Slabaugh
2024 J jnl
Compositional Segmentation of Cardiac Images Leveraging Metadata.
CoRR
Abbas Khan, Muhammad Asad, Martin Benning, Caroline H. Roney, Gregory G. Slabaugh
2024 J jnl
Convolution and Attention-Free Mamba-based Cardiac Image Segmentation.
CoRR
Abbas Khan, Muhammad Asad, Martin Benning, Caroline H. Roney, Gregory G. Slabaugh
2024 — conf
Crop and Couple: Cardiac Image Segmentation Using Interlinked Specialist Networks.
ISBI
Abbas Khan, Muhammad Asad, Martin Benning, Caroline H. Roney, Gregory G. Slabaugh
2024 J jnl
Crop and Couple: cardiac image segmentation using interlinked specialist networks.
CoRR
Abbas Khan, Muhammad Asad, Martin Benning, Caroline H. Roney, Gregory G. Slabaugh
2024 J jnl
MONAI Label: A framework for AI-assisted interactive labeling of 3D medical images.
Medical Image Anal.
Andres Diaz-Pinto, Sachidanand Alle, Vishwesh Nath, Yucheng Tang, Alvin Ihsani, Muhammad Asad, Fernando Pérez-García, Pritesh Mehta, Wenqi Li, Mona Flores, Holger R. Roth, Tom Vercauteren, Daguang Xu, Prerna Dogra, Sébastien Ourselin, Andrew Feng, M. Jorge Cardoso
2024 J jnl
Multi-view Cardiac Image Segmentation via Trans-Dimensional Priors.
CoRR
Abbas Khan, Muhammad Asad, Martin Benning, Caroline H. Roney, Gregory G. Slabaugh
2023 — conf
Adaptive Multi-scale Online Likelihood Network for AI-Assisted Interactive Segmentation.
MICCAI (2)
Muhammad Asad, Helena Williams, Indrajeet Mandal, Sarim Ather, Jan Deprest, Jan D'hooge, Tom Vercauteren
2023 J jnl
Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation.
CoRR
Muhammad Asad, Helena Williams, Indrajeet Mandal, Sarim Ather, Jan Deprest, Jan D'hooge, Tom Vercauteren
2023 J jnl
DEEPBEAS3D: Deep Learning and B-Spline Explicit Active Surfaces.
CoRR
Helena Williams, João Pedrosa, Muhammad Asad, Laura Cattani, Tom Vercauteren, Jan Deprest, Jan D'hooge
2023 J jnl
DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images.
CoRR
Andres Diaz-Pinto, Pritesh Mehta, Sachidanand Alle, Muhammad Asad, Richard Brown, Vishwesh Nath, Alvin Ihsani, Michela Antonelli, Daniel Palkovics, Csaba Pinter, Ron Alkalay, Steve Pieper, Holger R. Roth, Daguang Xu, Prerna Dogra, Tom Vercauteren, Andrew Feng, Abood Quraini, Sébastien Ourselin, M. Jorge Cardoso
2023 — conf
Misclassification Loss for Segmentation of the Aortic Vessel Tree.
SEG.A@MICCAI
Abbas Khan, Muhammad Asad, Alexander M. Zolotarev, Caroline H. Roney, Anthony Mathur, Martin Benning, Gregory G. Slabaugh
2023 J jnl
Spatial gradient consistency for unsupervised learning of hyperspectral demosaicking: Application to surgical imaging.
CoRR
Peichao Li, Muhammad Asad, Conor C. Horgan, Oscar MacCormac, Jonathan Shapey, Tom Vercauteren
2023 J jnl
Spatial gradient consistency for unsupervised learning of hyperspectral demosaicking: application to surgical imaging.
Int. J. Comput. Assist. Radiol. Surg.
Peichao Li, Muhammad Asad, Conor C. Horgan, Oscar MacCormac, Jonathan Shapey, Tom Vercauteren
2022 — conf
Boundary Distance Loss for Intra-/Extra-meatal Segmentation of Vestibular Schwannoma.
MLCN@MICCAI
Navodini Wijethilake, Aaron Kujawa, Reuben Dorent, Muhammad Asad, Anna Oviedova, Tom Vercauteren, Jonathan Shapey
2022 J jnl
Boundary Distance Loss for Intra-/Extra-meatal Segmentation of Vestibular Schwannoma.
CoRR
Navodini Wijethilake, Aaron Kujawa, Reuben Dorent, Muhammad Asad, Anna Oviedova, Tom Vercauteren, Jonathan Shapey
2022 — conf
DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images.
DALI@MICCAI
Andres Diaz-Pinto, Pritesh Mehta, Sachidanand Alle, Muhammad Asad, Richard Brown, Vishwesh Nath, Alvin Ihsani, Michela Antonelli, Daniel Palkovics, Csaba Pinter, Ron Alkalay, Steve Pieper, Holger R. Roth, Daguang Xu, Prerna Dogra, Tom Vercauteren, Andrew Feng, Abood Quraini, Sébastien Ourselin, M. Jorge Cardoso
2022 — conf
ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation.
MIDL
Muhammad Asad, Lucas Fidon, Tom Vercauteren
2022 J jnl
ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation.
CoRR
Muhammad Asad, Lucas Fidon, Tom Vercauteren
2022 J jnl
FastGeodis: Fast Generalised Geodesic Distance Transform.
CoRR
Muhammad Asad, Reuben Dorent, Tom Vercauteren
2022 J jnl
FastGeodis: Fast Generalised Geodesic Distance Transform.
J. Open Source Softw.
Muhammad Asad, Reuben Dorent, Tom Vercauteren
2022 J jnl
MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images.
CoRR
Andres Diaz-Pinto, Sachidanand Alle, Alvin Ihsani, Muhammad Asad, Vishwesh Nath, Fernando Pérez-García, Pritesh Mehta, Wenqi Li, Holger R. Roth, Tom Vercauteren, Daguang Xu, Prerna Dogra, Sébastien Ourselin, Andrew Feng, M. Jorge Cardoso
2020 B conf
PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks.
ICPR
Muhammad Asad, Rilwan Remilekun Basaru, S. M. Masudur Rahman Al-Arif, Greg G. Slabaugh
2018 — conf
Deep fMRI: AN end-to-end deep network for classification of fMRI data.
ISBI
Atif Riaz, Muhammad Asad, S. M. Masudur Rahman Al-Arif, Eduardo Alonso, Danai Dima, Philip Corr, Greg G. Slabaugh
2018 J jnl
Fusion of fMRI and non-imaging data for ADHD classification.
Comput. Medical Imaging Graph.
Atif Riaz, Muhammad Asad, Eduardo Alonso, Gregory G. Slabaugh
2018 J jnl
PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks.
CoRR
Muhammad Asad, Rilwan Remilekun Basaru, S. M. Masudur Rahman Al-Arif, Greg G. Slabaugh
2018 — conf
XmoNet: A Fully Convolutional Network for Cross-Modality MR Image Inference.
PRIME@MICCAI
Sophia Bano, Muhammad Asad, Ahmed E. Fetit, Islem Rekik
2017 — —
Efficient hand orientation and pose estimation for uncalibrated cameras.
Muhammad Asad
2017 — conf
FCNet: A Convolutional Neural Network for Calculating Functional Connectivity from Functional MRI.
CNI@MICCAI
Atif Riaz, Muhammad Asad, S. M. Masudur Rahman Al-Arif, Eduardo Alonso, Danai Dima, Philip Corr, Greg G. Slabaugh
2017 — conf
Learning to Deblur Adaptive Optics Retinal Images.
ICIAR
Anfisa Lazareva, Muhammad Asad, Gregory G. Slabaugh
2017 — conf
Pairwise mixture model for unmixing partial volume effect in multi-voxel MR spectroscopy of brain tumour patients.
Computer-Aided Diagnosis
Nathan Olliverre, Muhammad Asad, Guang Yang, Franklyn A. Howe, Gregory G. Slabaugh
2017 J jnl
Patch-based corner detection for cervical vertebrae in X-ray images.
Signal Process. Image Commun.
S. M. Masudur Rahman Al-Arif, Muhammad Asad, Michael Gundry, Karen Knapp, Gregory G. Slabaugh
2017 J jnl
SPORE: Staged Probabilistic Regression for Hand Orientation Inference.
Comput. Vis. Image Underst.
Muhammad Asad, Gregory G. Slabaugh
2016 — conf
Learning Marginalization through Regression for Hand Orientation Inference.
CVPR Workshops
Muhammad Asad, Greg G. Slabaugh
2016 — conf
Supervised partial volume effect unmixing for brain tumor characterization using multi-voxel MR spectroscopic imaging.
ISBI
Muhammad Asad, Guang Yang, Gregory G. Slabaugh
2015 — conf
Cervical vertebral corner detection using haar-like features and modified hough forest.
IPTA
S. M. Masudur Rahman Al-Arif, Muhammad Asad, Karen Knapp, Michael Gundry, Greg G. Slabaugh
2015 B conf
Generatinga 3D hand model from frontal color and range scans.
ICIP
Muhammad Asad, Enguerrand Gentet, Rilwan Remilekun Basaru, Gregory G. Slabaugh
2015 — conf
Hough Forest-based Corner Detection for Cervical Spine Radiographs.
MIUA
S. M. Masudur Rahman Al-Arif, Muhammad Asad, Karen Knapp, Michael Gundry, Gregory G. Slabaugh
2014 — conf
Hand Orientation Regression Using Random Forest for Augmented Reality.
AVR
Muhammad Asad, Greg G. Slabaugh
2013 B conf
Kinect depth stream pre-processing for hand gesture recognition.
ICIP
Muhammad Asad, Charith Abhayaratne
2012 — conf
Smartphone based guidance system for visually impaired person.
IPTA
Muhammad Asad, Waseem Ikram