Christian Scharfenberger

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 18

Top Topics

Salient Region Detection

Feature Representation

Energy Functional

Saliency Detection

Top Venues

IEEE Trans. Image Process.

Publications

Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
Residual Error: a New Performance Measure for Adversarial Robustness. CoRR (2021)
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)
Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
Vulnerability Under Adversarial Machine Learning: Bias or Variance? CoRR (2020)
Ahmadreza Jeddi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve Adversarial Robustness. CoRR (2020)
Ibrahim Ben Daya, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong
SANE: Exploring Adversarial Robustness With Stochastically Activated Network Ensembles. CVPR Workshops (2019)
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 (2019)
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 (2018)
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)
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)
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) (2017)
Ann-Katrin Fattal, Michelle Karg, Christian Scharfenberger, Jürgen Adamy
Saliency-guided region proposal network for CNN based object detection. ITSC (2017)
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)
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)
Ann-Katrin Batzer, Christian Scharfenberger, Michelle Karg, Stefan Lueke, Jürgen Adamy
Generic hypothesis generation for small and distant objects. ITSC (2016)
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) (2016)
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 (2016)
M. J. Shafiee, Parthipan Siva, Christian Scharfenberger, Paul W. Fieguth, Alexander Wong
NeRD: a Neural Response Divergence Approach to Visual Salience Detection. CoRR (2016)
Ahmed Gawish, Christian Scharfenberger, Hongbo Bi, Alexander Wong, Paul W. Fieguth, David A. Clausi
Robust Non-saliency Guided Watermarking. CRV (2016)
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) (2015)
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)
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)
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)
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)
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 (2015)
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)
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)
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) (2014)
Christian Scharfenberger, Aanchal Jain, Alexander Wong, Paul W. Fieguth
Image saliency detection via multi-scale statistical non-redundancy modeling. ICIP (2014)
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 (2014)
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) (2014)
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) (2014)
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)
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)
Christian Scharfenberger, Alexander Wong, Khalil Fergani, John S. Zelek, David A. Clausi
Statistical Textural Distinctiveness for Salient Region Detection in Natural Images. CVPR (2013)
Christian Scharfenberger, Samarjit Chakraborty, Georg Färber
Robust image processing for an omnidirectional camera-based smart car door. ACM Trans. Embed. Comput. Syst. 11 (4) (2012)
Christian Scharfenberger, John S. Zelek, David A. Clausi
Robust Body-Height Estimation for Applications in Automotive Industry. CRV (2012)
Christian Scharfenberger, Samarjit Chakraborty, John S. Zelek, David A. Clausi
Anti-trap protection for an intelligent smart car door system. ITSC (2012)
Christian Scharfenberger, Samarjit Chakraborty, John S. Zelek, David A. Clausi
Motion stereo-based collision avoidance for an intelligent smart car door system. ITSC (2012)
Christian Scharfenberger, Samarjit Chakraborty, Georg Färber
Driver Body-Height Prediction for an Ergonomically Optimized Ingress Using a Single Omnidirectional Camera. ICPR (2010)
Christian Scharfenberger, Georg Färber, Florian Boehm
Image Rectification - Evaluation of Various Projections for Omnidirectional Vision Sensors using the Pixel Density. VISAPP (1) (2009)
Christian Scharfenberger, Samarjit Chakraborty, Georg Färber
Robust image processing for an omnidirectional camera-based smart car door. ESTIMedia (2009)