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Janusz Konrad

Boston University · US
Area of research
Computer Vision and Pattern Recognition
Research interest
Research interests include Advanced Vision and Imaging, Video Surveillance and Tracking Methods, Advanced Image Processing Techniques, and Human Pose and Action Recognition.
h-index
41
citations
7,069
works
221
NIH funding
primary concept
email

Recent publications

High-accuracy people counting in large spaces using overhead fisheye cameras
Energy and Buildings 2024cited by 13position: contributordoi
High-accuracy people counting in large spaces using overhead fisheye cameras
Energy and Buildings 2024cited by 12position: firstdoi
A comparison of occupancy-sensing and energy-saving performance: CO2 sensors versus fisheye cameras
Energy and Buildings 2024cited by 7position: contributordoi
Spatio-Visual Fusion-Based Person Re-Identification for Overhead Fisheye Images
IEEE Access 2023cited by 4position: contributordoi
Scalable, Dual-Mode Occupancy Sensing for Commercial Venues
2023cited by 0position: contributordoi
WEPDTOF: A Dataset and Benchmark Algorithms for In-the-Wild People Detection and Tracking from Overhead Fisheye Cameras
2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2022cited by 26position: lastdoi
BSUV-Net 2.0: Spatio-Temporal Data Augmentations for Video-Agnostic Supervised Background Subtraction
IEEE Access 2021cited by 92position: contributordoi
Dynamic Equilibrium Module for Action Recognition
IEEE Access 2021cited by 2position: contributordoi
Supervised People Counting Using An Overhead Fisheye Camera
2019cited by 51position: lastdoi
Emerging NUI-Based Methods for User Authentication: A New Taxonomy and Survey
IEEE Transactions on Biometrics, Behavior, and Identity Science 2019cited by 16position: contributordoi
MIO-TCD: A New Benchmark Dataset for Vehicle Classification and Localization
IEEE Transactions on Image Processing 2018cited by 145position: middledoi
Concussion, microvascular injury, and early tauopathy in young athletes after impact head injury and an impact concussion mouse model
Brain 2017cited by 382position: middledoi
Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions
2017cited by 48position: middledoi
Privacy-preserving indoor localization via light transport analysis
2017cited by 8position: lastdoi
Two-Stream CNNs for Gesture-Based Verification and Identification: Learning User Style
2016cited by 41position: lastdoi
Estimating head pose orientation using extremely low resolution images
2016cited by 40position: middledoi
Towards privacy-preserving recognition of human activities
2015cited by 54position: middledoi
Towards privacy-preserving activity recognition using extremely low temporal and spatial resolution cameras
2015cited by 52position: middledoi
A Novel Video Dataset for Change Detection Benchmarking
IEEE Transactions on Image Processing 2014cited by 82position: middledoi
CDnet 2014: An Expanded Change Detection Benchmark Dataset
2014cited by 76position: middledoi
Action Recognition From Video Using Feature Covariance Matrices
IEEE Transactions on Image Processing 2013cited by 146position: lastdoi
Learning-Based, Automatic 2D-to-3D Image and Video Conversion
IEEE Transactions on Image Processing 2013cited by 107position: firstdoi
Dynamic time warping for gesture-based user identification and authentication with Kinect
2013cited by 66position: middledoi
Changedetection.net: A new change detection benchmark dataset
2012cited by 811position: middledoi
2D-to-3D image conversion by learning depth from examples
2012cited by 144position: firstdoi
A gesture-driven computer interface using Kinect
2012cited by 129position: middledoi
Automatic 2D-to-3D image conversion using 3D examples from the internet
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE 2012cited by 43position: firstdoi
Behavior Subtraction
IEEE Transactions on Image Processing 2012cited by 32position: lastdoi
Towards Gesture-Based User Authentication
2012cited by 30position: middledoi

Grants

TWC: Medium: Collaborative: Towards Secure, Robust, and Usable Gesture-Based Authentication
NSF1228869$400,0002012–2016PIRePORTER
US-France Cooperative Research: Segmentation and Reconstruction of Scenes with Dynamic Objects
NSF0233318$24,4802003–2006PIRePORTER
Joint Space-Time Analysis and Characterization of Image Sequences
NSF0209055$300,0002002–2005PIRePORTER
Automultiscopic 3-D Visual Communication System Based on Joint Reconstruction/Multiplexing of Views
NSF0219224$100,0002002–2005PIRePORTER

Frequent collaborators

Prakash Ishwar · Boston University19 papers (2012–2024) · 7 papers (2019–2024) · 5 papers (2012–2018)Prakash Ishwar · Boston University4 papers (2021–2024) · 3 papers (2023–2024)Thomas D. C. Little · Boston University3 papers (2023–2024)Kam Lai · Boston University2 papers (2012–2012)M. Ozan Tezcan · Boston University2 papers (2019–2022)Jiawei Chen · Nanjing Agricultural University2 papers (2016–2017)Chen Wu · University of Alabama at Birmingham2 papers (2012–2013) · 2 papers (2023–2024) · 2 papers (2021–2021) · 2 papers (2012–2014)Debargha Mukherjee · University of California, Santa Barbara2 papers (2012–2013)Mertcan Cokbas · Boston University2 papers (2022–2024)Behrouz Saghafi · University of North Carolina at Chapel Hill2 papers (2015–2015)Fatih Porikli · Australian National University2 papers (2012–2014)Ji Dai · Beijing Urban Construction Design & Development Group (China)2 papers (2015–2015)Jinyuan Zhao · Fudan University1 papers (2017–2017)Michael Gevelber · Boston University1 papers (2024–2024)