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ORCIDChristian Scharfenberger
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- affiliation: University of Waterloo, Canada
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2020 – today
- 2021
[i6]Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong:
Residual Error: a New Performance Measure for Adversarial Robustness. CoRR abs/2106.10212 (2021)- 2020
- [c25]Ahmadreza Jeddi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong:
Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve Adversarial Robustness. CVPR 2020: 1238-1247 - [p1]Michelle Karg, Christian Scharfenberger:
Deep Learning-Based Pedestrian Detection for Automated Driving: Achievements and Future Challenges. Development and Analysis of Deep Learning Architectures 2020: 117-143 - [i5]Ahmadreza Jeddi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong:
Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve Adversarial Robustness. CoRR abs/2003.01090 (2020) - [i4]Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong:
Vulnerability Under Adversarial Machine Learning: Bias or Variance? CoRR abs/2008.00138 (2020)
2010 – 2019
- 2019
- [j10]Mohammad Javad Shafiee
, Brendan Chwyl, Francis Li, Rongyan Chen, Michelle Karg, Christian Scharfenberger, Alexander Wong:
StressedNets: Efficient feature representations via stress-induced evolutionary synthesis of deep neural networks. Neurocomputing 352: 93-105 (2019) - [c24]Ibrahim Ben Daya, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong:
SANE: Exploring Adversarial Robustness With Stochastically Activated Network Ensembles. CVPR Workshops 2019: 95-98 - 2018
- [c23]Lukás Neumann, Michelle Karg, Shanshan Zhang, Christian Scharfenberger, Eric Piegert, Sarah Mistr, Olga Prokofyeva, Robert Thiel, Andrea Vedaldi, Andrew Zisserman, Bernt Schiele:
NightOwls: A Pedestrians at Night Dataset. ACCV (1) 2018: 691-705 - [c22]Ann-Katrin Fattal, Michelle Karg, Christian Scharfenberger, Jürgen Adamy:
Distant Vehicle Detection: How Well Can Region Proposal Networks Cope with Tiny Objects at Low Resolution? ECCV Workshops (1) 2018: 289-304 - [i3]Mohammad Javad Shafiee, Brendan Chwyl, Francis Li, Rongyan Chen, Michelle Karg, Christian Scharfenberger, Alexander Wong:
StressedNets: Efficient Feature Representations via Stress-induced Evolutionary Synthesis of Deep Neural Networks. CoRR abs/1801.05387 (2018) - 2017
- [j9]Francis Li, Hicham Sekkati, Jason Deglint, Christian Scharfenberger, Mark Lamm, David A. Clausi, John S. Zelek, Alexander Wong:
Simultaneous Projector-Camera Self-Calibration for Three-Dimensional Reconstruction and Projection Mapping. IEEE Trans. Computational Imaging 3(1): 74-83 (2017) - [c21]M. J. Shafiee, Elnaz Barshan, Francis Li, Brendan Chwyl, Michelle Karg, Christian Scharfenberger, Alexander Wong:
Learning Efficient Deep Feature Representations via Transgenerational Genetic Transmission of Environmental Information During Evolutionary Synthesis of Deep Neural Networks. ICCV Workshops 2017: 979-986 - [c20]Ann-Katrin Fattal, Michelle Karg, Christian Scharfenberger, Jürgen Adamy:
Saliency-guided region proposal network for CNN based object detection. ITSC 2017: 1-8 - 2016
- [j8]Christian Scharfenberger, Audrey G. Chung, Alexander Wong, David A. Clausi:
Salient Region Detection Using Self-Guided Statistical Non-Redundancy in Natural Images. IEEE Access 4: 48-60 (2016) - [j7]Mohammad Javad Shafiee, Parthipan Siva, Christian Scharfenberger, Paul W. Fieguth, Alexander Wong:
NeRD: A Neural Response Divergence Approach to Visual Saliency Detection. IEEE Signal Process. Lett. 23(10): 1404-1408 (2016) - [c19]Ahmed Gawish, Christian Scharfenberger, Hongbo Bi, Alexander Wong, Paul W. Fieguth, David A. Clausi:
Robust Non-saliency Guided Watermarking. CRV 2016: 32-36 - [c18]Amir-Hossein Karimi, Mohammad Javad Shafiee, Christian Scharfenberger, I. BenDaya, Shahid A. Haider, N. Talukdar, David A. Clausi, Alexander Wong:
Spatio-temporal saliency detection using abstracted fully-connected graphical models. ICIP 2016: 694-698 - [c17]Ann-Katrin Batzer, Christian Scharfenberger, Michelle Karg, Stefan Lueke, Jürgen Adamy:
Generic hypothesis generation for small and distant objects. ITSC 2016: 2171-2178 - [i2]M. J. Shafiee, Parthipan Siva, Christian Scharfenberger, Paul W. Fieguth, Alexander Wong:
NeRD: a Neural Response Divergence Approach to Visual Salience Detection. CoRR abs/1602.01728 (2016) - 2015
- [j6]Christian Scharfenberger, Alexander Wong, David A. Clausi:
Structure-Guided Statistical Textural Distinctiveness for Salient Region Detection in Natural Images. IEEE Trans. Image Process. 24(1): 457-470 (2015) - [c16]Meng Xi Zhu, Christian Scharfenberger, Alexander Wong, David A. Clausi:
Simultaneous Scene Reconstruction and Auto-Calibration Using Constrained Iterative Closest Point for 3D Depth Sensor Array. CRV 2015: 39-45 - [c15]Shahid A. Haider, Christian Scharfenberger, Farnoud Kazemzadeh, Andy Wong, David A. Clausi:
Multi-polarimetric textural distinctiveness for outdoor robotic saliency detection. Intelligent Robots and Computer Vision: Algorithms and Techniques 2015: 94060A - [c14]Audrey G. Chung, Christian Scharfenberger, Farzad Khalvati, Alexander Wong, Masoom A. Haider:
Statistical Textural Distinctiveness in Multi-Parametric Prostate MRI for Suspicious Region Detection. ICIAR 2015: 368-376 - [c13]Parthipan Siva, Christian Scharfenberger, Ibrahim Ben Daya, Akshaya Kumar Mishra, Alexander Wong:
Return of grid seams: A superpixel algorithm using discontinuous multi-functional energy seam carving. ICIP 2015: 1334-1338 - [c12]Akshaya Kumar Mishra, Christian Scharfenberger, Parthipan Siva, Fan Li, Alexander Wong, David A. Clausi:
DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals. ICIP 2015: 3685-3689 - [c11]Akshaya Kumar Mishra, Christian Scharfenberger, Parthipan Siva, Fan Li, Alexander Wong, David A. Clausi:
DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals. ICIP 2015: 3695-3699 - [i1]Robert Amelard, Christian Scharfenberger, Farnoud Kazemzadeh, Kaylen J. Pfisterer, Bill S. Lin, Alexander Wong, David A. Clausi:
Non-contact transmittance photoplethysmographic imaging (PPGI) for long-distance cardiovascular monitoring. CoRR abs/1503.06775 (2015) - 2014
- [j5]Khalil Fergani, Dorothy Lui, Christian Scharfenberger, Andy Wong, David A. Clausi:
Hybrid structural and texture distinctiveness vector field convolution for region segmentation. Comput. Vis. Image Underst. 125: 85-96 (2014) - [j4]Arun Das, Michael Diu, Neil Mathew, Christian Scharfenberger, James Servos, Andy Wong, John S. Zelek, David A. Clausi, Steven Lake Waslander:
Mapping, Planning, and Sample Detection Strategies for Autonomous Exploration. J. Field Robotics 31(1): 75-106 (2014) - [j3]Farnoud Kazemzadeh, Shahid A. Haider, Christian Scharfenberger, Alexander Wong, David A. Clausi:
Multispectral Stereoscopic Imaging Device: Simultaneous Multiview Imaging From the Visible to the Near-Infrared. IEEE Trans. Instrum. Meas. 63(7): 1871-1873 (2014) - [j2]Dorothy Lui, Christian Scharfenberger, Khalil Fergani, Alexander Wong, David A. Clausi:
Enhanced Decoupled Active Contour Using Structural and Textural Variation Energy Functionals. IEEE Trans. Image Process. 23(2): 855-869 (2014) - [c10]Dorothy Lui, Christian Scharfenberger, Diana E. De Carvalho, Jack P. Callaghan, Alexander Wong:
Semi-automatic Fisher-Tippett guided active contour for lumbar multifidus muscle segmentation. EMBC 2014: 5530-5533 - [c9]Christian Scharfenberger, Aanchal Jain, Alexander Wong, Paul W. Fieguth:
Image saliency detection via multi-scale statistical non-redundancy modeling. ICIP 2014: 4294-4298 - 2013
- [c8]Christian Scharfenberger, Steven Lake Waslander, John S. Zelek, David A. Clausi:
Existence Detection of Objects in Images for Robot Vision Using Saliency Histogram Features. CRV 2013: 75-82 - [c7]Christian Scharfenberger, Alexander Wong, Khalil Fergani, John S. Zelek, David A. Clausi:
Statistical Textural Distinctiveness for Salient Region Detection in Natural Images. CVPR 2013: 979-986 - 2012
- [j1]Christian Scharfenberger, Samarjit Chakraborty, Georg Färber:
Robust image processing for an omnidirectional camera-based smart car door. ACM Trans. Embed. Comput. Syst. 11(4): 87:1-87:28 (2012) - [c6]Christian Scharfenberger, John S. Zelek, David A. Clausi:
Robust Body-Height Estimation for Applications in Automotive Industry. CRV 2012: 174-181 - [c5]Christian Scharfenberger, Samarjit Chakraborty, John S. Zelek, David A. Clausi:
Motion stereo-based collision avoidance for an intelligent smart car door system. ITSC 2012: 1383-1389 - [c4]Christian Scharfenberger, Samarjit Chakraborty, John S. Zelek, David A. Clausi:
Anti-trap protection for an intelligent smart car door system. ITSC 2012: 1734-1740 - 2010
- [c3]Christian Scharfenberger, Samarjit Chakraborty, Georg Färber:
Driver Body-Height Prediction for an Ergonomically Optimized Ingress Using a Single Omnidirectional Camera. ICPR 2010: 298-301
2000 – 2009
- 2009
- [c2]Christian Scharfenberger, Samarjit Chakraborty, Georg Färber:
Robust image processing for an omnidirectional camera-based smart car door. ESTIMedia 2009: 106-115 - [c1]Christian Scharfenberger, Georg Färber, Florian Boehm:
Image Rectification - Evaluation of Various Projections for Omnidirectional Vision Sensors using the Pixel Density. VISAPP (1) 2009: 82-89
Coauthor Index
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