Dr. Bir Bhanu Profile

Dr. Bir Bhanu

at Univ of California Riverside

SPIE Involvement:

Author

Publications (19)

SPIE Journal Paper | 29 April 2021 Open Access

Human embryonic stem cell classification: random network with autoencoded feature extractor

Benjamin Guan, Bir Bhanu, Rajkumar Theagarajan, Hengyue Liu, Prue Talbot, Nikki Weng

JBO, Vol. 26, Issue 05, 052913, (April 2021) https://doi.org/10.1117/12.10.1117/1.JBO.26.5.052913

KEYWORDS: Video, Stem cells, Data modeling, Image segmentation, Image classification, Computer programming, Classification systems, Phase contrast, Curium, Video microscopy

Read Abstract +

DOWNLOAD PAPER

SPIE Journal Paper | 25 April 2020

Integrating deep learning-based data driven and model-based approaches for inverse synthetic aperture radar target recognition

Rajkumar Theagarajan, Bir Bhanu, Tugba Erpek, Yik-Kiong Hue, Robert Schwieterman, Kemal Davaslioglu, Yi Shi, Yalin Sagduyu

OE, Vol. 59, Issue 05, 051407, (April 2020) https://doi.org/10.1117/12.10.1117/1.OE.59.5.051407

KEYWORDS: Model-based design, Scattering, Synthetic aperture radar, Image classification, Image fusion, Data integration, Data modeling, Performance modeling, Optical engineering, Radar

Read Abstract +

Proceedings Article | 30 October 2009 Paper

Human recognition in a video network

Bir Bhanu

Proceedings Volume 7496, 749602 (2009) https://doi.org/10.1117/12.850752

KEYWORDS: Cameras, Video, Gait analysis, Video surveillance, Facial recognition systems, 3D modeling, Video processing, Principal component analysis, Environmental monitoring, Network architectures

Read Abstract +

Proceedings Article | 15 November 2007 Paper

Human recognition at a distance

Bir Bhanu

Proceedings Volume 6786, 678602 (2007) https://doi.org/10.1117/12.774682

KEYWORDS: Ear, Gait analysis, Video, Facial recognition systems, 3D modeling, Image fusion, Video surveillance, Super resolution, Biometrics, Sensors

Read Abstract +

Proceedings Article | 12 September 2003 Paper

Composite class models for SAR recognition

Bir Bhanu, Grinnell Jones, Rong Wang

Proceedings Volume 5095, (2003) https://doi.org/10.1117/12.487532

KEYWORDS: Composites, Synthetic aperture radar, Scattering, Data modeling, Performance modeling, Systems modeling, Genetic algorithms, Target recognition, Image processing, Radar

Read Abstract +

Proceedings Article | 12 September 2003 Paper

Coevolving feature extraction agents for target recognition in SAR images

Bir Bhanu, Krzysztof Krawiec

Proceedings Volume 5095, (2003) https://doi.org/10.1117/12.487539

KEYWORDS: Feature extraction, Image processing, Synthetic aperture radar, Visualization, Target recognition, Genetics, Computer programming, Evolutionary algorithms, Organisms, Object recognition

Read Abstract +

Proceedings Article | 20 August 2003 Paper

Performance modeling of vote-based object recognition

Edwin Hong, Bir Bhanu, Grinnell Jones, Xiaobing Qian

Proceedings Volume 5077, (2003) https://doi.org/10.1117/12.486058

KEYWORDS: Distortion, Data modeling, Object recognition, Performance modeling, Synthetic aperture radar, Systems modeling, Databases, Detection and tracking algorithms, 3D modeling, Scattering

Read Abstract +

SPIE Journal Paper | 1 December 2002

Increasing the discrimination of synthetic aperture radar recognition models

Bir Bhanu, Grinnell Jones

OE, Vol. 41, Issue 12, (December 2002) https://doi.org/10.1117/12.10.1117/1.1517286

KEYWORDS: Synthetic aperture radar, Scattering, Data modeling, Detection and tracking algorithms, Performance modeling, Systems modeling, Optical engineering, Target recognition, Process modeling, Radar

Proceedings Article | 1 August 2002 Paper

Exploiting azimuthal variance of scatterers for multiple-look SAR recognition

Bir Bhanu, Grinnell Jones

Proceedings Volume 4727, (2002) https://doi.org/10.1117/12.478686

KEYWORDS: Synthetic aperture radar, Scattering, Target recognition, Data modeling, Radar, Data centers, Receivers, Scintillation, Intelligence systems, Detection and tracking algorithms

Read Abstract +

Proceedings Article | 27 August 2001 Paper

Increasing the discrimination of SAR recognition models

Bir Bhanu, Grinnell Jones

Proceedings Volume 4382, (2001) https://doi.org/10.1117/12.438223

KEYWORDS: Synthetic aperture radar, Data modeling, Performance modeling, Information operations, Scattering, Systems modeling, Target recognition, Object recognition, Detection and tracking algorithms, Intelligence systems

Read Abstract +

Proceedings Article | 24 August 2000 Paper

Validation of SAR ATR performance prediction using learned distortion models

Michael Boshra, Bir Bhanu

Proceedings Volume 4053, (2000) https://doi.org/10.1117/12.396366

KEYWORDS: Data modeling, Distortion, Performance modeling, Synthetic aperture radar, Automatic target recognition, Statistical analysis, Scattering, Model-based design, Error analysis, Intelligence systems

Read Abstract +

Proceedings Article | 24 August 2000 Paper

Recognizing occluded MSTAR targets

Bir Bhanu, Grinnell Jones

Proceedings Volume 4053, (2000) https://doi.org/10.1117/12.396348

KEYWORDS: Scattering, Synthetic aperture radar, Target recognition, Detection and tracking algorithms, Data centers, Receivers, Image processing, Object recognition, Radar, Data modeling

Read Abstract +

SPIE Journal Paper | 1 March 2000

Recognizing target variants and articulations in synthetic aperture radar images

Bir Bhanu, Grinnell Jones

OE, Vol. 39, Issue 03, (March 2000) https://doi.org/10.1117/12.10.1117/1.602418

KEYWORDS: Synthetic aperture radar, Scattering, Target recognition, Data modeling, Tolerancing, Optical engineering, Radar, Detection and tracking algorithms, Automatic target recognition, Scintillation

Proceedings Article | 13 August 1999 Paper

Recognizing MSTAR target variants and articulations

Bir Bhanu, Grinnell Jones

Proceedings Volume 3721, (1999) https://doi.org/10.1117/12.357667

KEYWORDS: Scattering, Synthetic aperture radar, Data modeling, Radar, Tolerancing, Target recognition, Data centers, Model-based design, Standards development, Scintillation

Read Abstract +

Proceedings Article | 13 August 1999 Paper

Bounding SAR ATR performance based on model similarity

Michael Boshra, Bir Bhanu

Proceedings Volume 3721, (1999) https://doi.org/10.1117/12.357687

KEYWORDS: Data modeling, Performance modeling, Synthetic aperture radar, Distortion, Automatic target recognition, Databases, Target recognition, Statistical modeling, Scattering, Error analysis

Read Abstract +

Proceedings Article | 15 September 1998 Paper

Recognizing articulated objects and object articulation in SAR images

Bir Bhanu, Grinnell Jones, Joon Ahn

Proceedings Volume 3370, (1998) https://doi.org/10.1117/12.321852

KEYWORDS: Data modeling, Scattering, Synthetic aperture radar, Data centers, Image resolution, Missiles, Model-based design, Target recognition, Detection and tracking algorithms, Performance modeling

Read Abstract +

Proceedings Article | 15 September 1998 Paper

Performance modeling of feature-based classification in SAR imagery

Michael Boshra, Bir Bhanu

Proceedings Volume 3370, (1998) https://doi.org/10.1117/12.321868

KEYWORDS: Data modeling, Performance modeling, Scattering, 3D modeling, Synthetic aperture radar, Distortion, Target recognition, Automatic target recognition, Databases, Image classification

Read Abstract +

Proceedings Article | 28 July 1997 Paper

Performance characterization of a model-based SAR target recognition system using invariants

Bir Bhanu, Grinnell Jones

Proceedings Volume 3070, (1997) https://doi.org/10.1117/12.281568

KEYWORDS: Scattering, Synthetic aperture radar, Missiles, Data modeling, Target recognition, Radar, Data centers, Performance modeling, Automatic target recognition, Image resolution

Read Abstract +

Proceedings Article | 1 March 1992 Paper

Building hierarchical vision model of objects with multiple representations

Bir Bhanu, Chih-Cheng Ho

Proceedings Volume 1708, (1992) https://doi.org/10.1117/12.58610

KEYWORDS: Visual process modeling, Solid modeling, Computer aided design, 3D modeling, Machine vision, Edge detection, Systems modeling, Robotics, Artificial intelligence, Manufacturing

Read Abstract +