Fahim Mannan

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 29

Top Topics

Unsupervised Learning

Image Processing

Object Detection

Depth From Defocus

Top Venues

ACM Trans. Graph.

Publications

Fatemeh Azimi, Fahim Mannan, Felix Heide
Track: Self-supervised Tracking with Soft Assignment Flow. CoRR (2023)
Stefanie Walz, Mario Bijelic, Andrea Ramazzina, Amanpreet Walia, Fahim Mannan, Felix Heide
Gated Stereo: Joint Depth Estimation from Gated and Wide-Baseline Active Stereo Cues. CVPR (2023)
Geoffroi Côté, Fahim Mannan, Simon Thibault, Jean-François Lalonde, Felix Heide
The Differentiable Lens: Compound Lens Search over Glass Surfaces and Materials for Object Detection. CVPR (2023)
Stefanie Walz, Mario Bijelic, Andrea Ramazzina, Amanpreet Walia, Fahim Mannan, Felix Heide
Gated Stereo: Joint Depth Estimation from Gated and Wide-Baseline Active Stereo Cues. CoRR (2023)
Amanpreet Walia, Stefanie Walz, Mario Bijelic, Fahim Mannan, Frank D. Julca-Aguilar, Michael S. Langer, Werner Ritter, Felix Heide
Gated2Gated: Self-Supervised Depth Estimation from Gated Images. CVPR (2022)
Geoffroi Côté, Fahim Mannan, Simon Thibault, Jean-François Lalonde, Felix Heide
The Differentiable Lens: Compound Lens Search over Glass Surfaces and Materials for Object Detection. CoRR (2022)
Ethan Tseng, Ali Mosleh, Fahim Mannan, Karl St. Arnaud, Avinash Sharma, Yifan Peng, Alexander Braun, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide
Differentiable Compound Optics and Processing Pipeline Optimization for End-to-end Camera Design. ACM Trans. Graph. 40 (2) (2021)
Emmanuel Onzon, Fahim Mannan, Felix Heide
Neural Auto-Exposure for High-Dynamic Range Object Detection. CVPR (2021)
Buu Phan, Fahim Mannan, Felix Heide
Adversarial Imaging Pipelines. CVPR (2021)
Frank D. Julca-Aguilar, Jason Taylor, Mario Bijelic, Fahim Mannan, Ethan Tseng, Felix Heide
Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues. CoRR (2021)
Julian Ost, Fahim Mannan, Nils Thuerey, Julian Knodt, Felix Heide
Neural Scene Graphs for Dynamic Scenes. CVPR (2021)
Buu Phan, Fahim Mannan, Felix Heide
Adversarial Imaging Pipelines. CoRR (2021)
Frank D. Julca-Aguilar, Jason Taylor, Mario Bijelic, Fahim Mannan, Ethan Tseng, Felix Heide
Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues. ICCV (2021)
Amanpreet Walia, Stefanie Walz, Mario Bijelic, Fahim Mannan, Frank D. Julca-Aguilar, Michael S. Langer, Werner Ritter, Felix Heide
Gated2Gated: Self-Supervised Depth Estimation from Gated Images. CoRR (2021)
Nicolas Scheiner, Florian Kraus, Fangyin Wei, Buu Phan, Fahim Mannan, Nils Appenrodt, Werner Ritter, Jürgen Dickmann, Klaus Dietmayer, Bernhard Sick, Felix Heide
Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar. CVPR (2020)
Ali Mosleh, Avinash Sharma, Emmanuel Onzon, Fahim Mannan, Nicolas Robidoux, Felix Heide
Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines. CVPR (2020)
Julian Ost, Fahim Mannan, Nils Thuerey, Julian Knodt, Felix Heide
Neural Scene Graphs for Dynamic Scenes. CoRR (2020)
Sai Rajeswar, Fahim Mannan, Florian Golemo, Jérôme Parent-Lévesque, David Vázquez, Derek Nowrouzezahrai, Aaron C. Courville
Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images Using a View-Based Representation. Int. J. Comput. Vis. 128 (10) (2020)
Sai Rajeswar, Fahim Mannan, Florian Golemo, Jérôme Parent-Lévesque, David Vázquez, Derek Nowrouzezahrai, Aaron C. Courville
Pix2Shape - Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation. CoRR (2020)
Mario Bijelic, Tobias Gruber, Fahim Mannan, Florian Kraus, Werner Ritter, Klaus Dietmayer, Felix Heide
Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse Weather. CVPR (2020)
Wenzheng Chen, Simon Daneau, Fahim Mannan, Felix Heide
Steady-State Non-Line-Of-Sight Imaging. CVPR (2019)
Mario Bijelic, Fahim Mannan, Tobias Gruber, Werner Ritter, Klaus Dietmayer, Felix Heide
Seeing Through Fog Without Seeing Fog: Deep Sensor Fusion in the Absence of Labeled Training Data. CoRR (2019)
Nicolas Scheiner, Florian Kraus, Fangyin Wei, Buu Phan, Fahim Mannan, Nils Appenrodt, Werner Ritter, Jürgen Dickmann, Klaus Dietmayer, Bernhard Sick, Felix Heide
Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar. CoRR (2019)
Ethan Tseng, Felix Yu, Yuting Yang, Fahim Mannan, Karl St. Arnaud, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide
Hyperparameter optimization in black-box image processing using differentiable proxies. ACM Trans. Graph. 38 (4) (2019)
Wenzheng Chen, Simon Daneau, Fahim Mannan, Felix Heide
Steady-state Non-Line-of-Sight Imaging. CoRR (2018)
Fahim Mannan, Michael S. Langer
What is a Good Model for Depth from Defocus? CRV (2016)
Fahim Mannan, Michael S. Langer
Discriminative Filters for Depth from Defocus. 3DV (2016)
Fahim Mannan, Michael S. Langer
Blur Calibration for Depth from Defocus. CRV (2016)
Fahim Mannan, Michael S. Langer
Optimal Camera Parameters for Depth from Defocus. 3DV (2015)
Fahim Mannan, Michael S. Langer
Performance of Stereo Methods in Cluttered Scenes. CRV (2011)