Janusz Konrad

According to our database1, Janusz Konrad authored at least 111 papers between 1988 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2008, "For contributions to motion estimation and stereoscopic imaging".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
MIO-TCD: A New Benchmark Dataset for Vehicle Classification and Localization.
IEEE Trans. Image Processing, 2018

Automatic Assessment of Hoarding Clutter from Images Using Convolutional Neural Networks.
Proceedings of the 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, 2018

Privacy-Preserving Indoor Localization via Active Scene Illumination.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Privacy-preserving indoor localization via light transport analysis.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Estimating head pose orientation using extremely low resolution images.
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016

Towards automatic assessment of compulsive hoarding from images.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Two-Stream CNNs for Gesture-Based Verification and Identification: Learning User Style.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Privacy-preserving, indoor occupant localization using a network of single-pixel sensors.
Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

2015
Introduction to the Issue on Signal Processing for Situational Awareness From Networked Sensors and Social Media.
J. Sel. Topics Signal Processing, 2015

Leveraging shape and depth in user authentication from in-air hand gestures.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Learning-based depth estimation from 2D images using GIST and saliency.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Towards privacy-preserving recognition of human activities.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Dictionary-based sparse representation for resolution improvement in laser voltage imaging of CMOS integrated circuits.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Towards privacy-preserving activity recognition using extremely low temporal and spatial resolution cameras.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014
A Novel Video Dataset for Change Detection Benchmarking.
IEEE Trans. Image Processing, 2014

The value of posture, build and dynamics in gesture-based user authentication.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

The Value of Multiple Viewpoints in Gesture-Based User Authentication.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

CDnet 2014: An Expanded Change Detection Benchmark Dataset.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Silhouettes versus skeletons in gesture-based authentication with Kinect.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

2013
Learning-Based, Automatic 2D-to-3D Image and Video Conversion.
IEEE Trans. Image Processing, 2013

Action Recognition From Video Using Feature Covariance Matrices.
IEEE Trans. Image Processing, 2013

Dynamic time warping for gesture-based user identification and authentication with Kinect.
Proceedings of the IEEE International Conference on Acoustics, 2013

Dictionary based image enhancement for integrated circuit imaging.
Proceedings of the IEEE International Conference on Acoustics, 2013

Signal Processing for 3D Displays.
Proceedings of the Emerging Technologies for 3D Video: Creation, 2013

2012
Behavior Subtraction.
IEEE Trans. Image Processing, 2012

A gesture-driven computer interface using Kinect.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012

Coherent image selection using a fast approximation to the generalized traveling salesman problem.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

2D-to-3D image conversion by learning depth from examples.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Changedetection.net: A new change detection benchmark dataset.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Towards Gesture-Based User Authentication.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Detection and Summarization of Salient Events in Coastal Environments.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011
Image saliency: From intrinsic to extrinsic context.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Special Section on Distributed Camera Networks: Sensing, Processing, Communication, and Implementation.
IEEE Trans. Image Processing, 2010

Video Anomaly Identification.
IEEE Signal Process. Mag., 2010

Action Recognition in Video by Sparse Representation on Covariance Manifolds of Silhouette Tunnels.
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

Action change detection in video by covariance matching of silhouette tunnels.
Proceedings of the IEEE International Conference on Acoustics, 2010

Action Recognition Using Sparse Representation on Covariance Manifolds of Optical Flow.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009
Video Condensation by Ribbon Carving.
IEEE Trans. Image Processing, 2009

Foreground-Adaptive Background Subtraction.
IEEE Signal Process. Lett., 2009

Multi-Frame Motion Detection for Active/Unstable Cameras.
Proceedings of the SIBGRAPI 2009, 2009

Action Recognition in Video by Covariance Matching of Silhouette Tunnels.
Proceedings of the SIBGRAPI 2009, 2009

Implicit Active-Contouring with MRF.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

2008
Occlusion-Aware Optical Flow Estimation.
IEEE Trans. Image Processing, 2008

Occlusion-Aware View Interpolation.
EURASIP J. Image and Video Processing, 2008

Motion detection with false discovery rate control.
Proceedings of the International Conference on Image Processing, 2008

Motion detection with an unstable camera.
Proceedings of the International Conference on Image Processing, 2008

Motion segmentation and abnormal behavior detection via behavior clustering.
Proceedings of the International Conference on Image Processing, 2008

Modeling background activity for behavior subtraction.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Abnormal behavior detection and behavior matching for networked cameras.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

2007
Block-Based MAP Disparity Estimation Under Alpha-Channel Constraints.
IEEE Trans. Circuits Syst. Video Techn., 2007

Statistical Background Subtraction Using Spatial Cues.
IEEE Trans. Circuits Syst. Video Techn., 2007

Videopsy: dissecting visual data in space-time.
IEEE Communications Magazine, 2007

2006
Space-time image sequence analysis: object tunnels and occlusion volumes.
IEEE Trans. Image Processing, 2006

Subsampling models and anti-alias filters for 3-D automultiscopic displays.
IEEE Trans. Image Processing, 2006

Light and Fast Statistical Motion Detection Method Based on Ergodic Model.
Proceedings of the International Conference on Image Processing, 2006

Background Subtraction Framework Based on Local Spatial Distributions.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Modeling Motion for Spatial Scalability.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Reconstruction of nonuniformly sampled images in spline spaces.
IEEE Trans. Image Processing, 2005

Motion analysis in 3D DCT domain and its application to video coding.
Sig. Proc.: Image Comm., 2005

Geometry-based estimation of occlusions from video frame pairs.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

On the Importance of Motion Invertibility in MCTF/DWT Video Coding.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Importance of motion in motion-compensated temporal discrete wavelet transforms.
Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005

2004
Multiple motion and occlusion segmentation with a multiphase level set method.
Proceedings of the Visual Communications and Image Processing 2004, 2004

Joint space-time motion-based video segmentation and occlusion detection using multiphase level sets.
Proceedings of the Visual Communications and Image Processing 2004, 2004

Transversal versus lifting approach to motion-compensated temporal discrete wavelet transform of image sequences: equivalence and tradeoffs.
Proceedings of the Visual Communications and Image Processing 2004, 2004

Joint space-time image sequence segmentation: object tunnels and occlusion volumes.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Mesh-based motion models for wavelet video coding.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

(N, 0) motion-compensated lifting-based wavelet transform.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Motion-compensated lifted wavelet video coding: Toward optimal motion/transform configuration.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Multiple motion segmentation with level sets.
IEEE Trans. Image Processing, 2003

Scan order and quantization for 3D-DCT coding.
Proceedings of the Visual Communications and Image Processing 2003, 2003

Linear shift-variant filtering for POCS of reconstruction irregularly sampled images.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Fractal image compression with region-based functionality.
IEEE Trans. Image Processing, 2002

Improved POCS reconstruction of stereoscopic views.
Sig. Proc.: Image Comm., 2002

Reconstruction of irregularly-sampled images by regularization in spline spaces.
Proceedings of the 2002 International Conference on Image Processing, 2002

Joint space-time image sequence segmentation based on volume competition and level sets.
Proceedings of the 2002 International Conference on Image Processing, 2002

Interpretation of uniform translational image motion: DCT versus FT.
Proceedings of the 2002 International Conference on Image Processing, 2002

Improved POCS-based image reconstruction from irregularly-spaced samples.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Estimation of large-amplitude motion and disparity fields: application to intermediate view reconstruction.
Proceedings of the Visual Communications and Image Processing 2001, 2001

A comparative evaluation of algorithms for fast computation of level set PDEs with applications to motion segmentation.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Bayesian winner-take-all reconstruction of intermediate views from stereoscopic images.
IEEE Trans. Image Processing, 2000

Cancellation of image crosstalk in time-sequential displays of stereoscopic video.
IEEE Trans. Image Processing, 2000

Efficient, robust, and fast global motion estimation for video coding.
IEEE Trans. Image Processing, 2000

Wavelet-Based Reconstruction of Irregularly-Sampled Images: Application to Stereo Imaging.
Proceedings of the 2000 International Conference on Image Processing, 2000

POCS-Based Image Reconstruction from Irregularly-Spaced Samples.
Proceedings of the 2000 International Conference on Image Processing, 2000

Topology-Independent Region Tracking with Level Sets.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
A new class of fast shape-adaptive orthogonal transforms and their application to region-based image compression.
IEEE Trans. Circuits Syst. Video Techn., 1999

Motion Segmentation with Level Sets.
Proceedings of the 1999 International Conference on Image Processing, 1999

Region-Based Image Compression Using Fractals and Shape-Adaptive DCT.
Proceedings of the 1999 International Conference on Image Processing, 1999

1998
Reduced-Complexity Shape-Adaptive DCT for Region-based Image Coding.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Selective Image Diffusion: Application to Disparity Estimation.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Arithmetic Coding of a Lossless Contour-Based Representation of Label Images.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Fast quasi-DCT algorithm for shape-adaptive DCT image coding.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Improvement of stereo disparity estimation through balanced filtering: the sliding-block approach.
IEEE Trans. Circuits Syst. Video Techn., 1997

Estimation of Nonlinear Transfer Curves for Conversion of Color Images to a Known Color Space.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
The application of two-dimensional finite-precision IIR filters to enhanced NTSC coding.
IEEE Trans. Circuits Syst. Video Techn., 1996

Coding-oriented video segmentation inspired by MRF models.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Estimation and compensation of accelerated motion for temporal sequence interpolation.
Sig. Proc.: Image Comm., 1995

Region-adaptive transform based on a stochastic model.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Motion estimation for region-based video coding.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Interpolative coding of image sequences using temporal linking of motion-based segmentation.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Motion Estimation and Compensation Under Varying Illumination.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Estimation of Trajectories for Accelerated Motion from Time-Varying Imagery.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
Motion estimation and motion-compensated filtering of video signals.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Bayesian Estimation of Motion Vector Fields.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

1991
Comparison of stochastic and deterministic solution methods in Bayesian estimation of 2D motion.
Image Vision Comput., 1991

1990
Comparison of stochastic and deterministic solution methods in Bayesian estimation of 2D motion.
Image Vision Comput., 1990

A Comparison Of Stochastic And Deterministic Solution Methods In Bayesian Estimation Of 2-D Motion.
Proceedings of the Computer Vision, 1990

1988
Multigrid Bayesian Estimation Of Image Motion Using Stochastic Relaxation.
Proceedings of the Second International Conference on Computer Vision, 1988


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