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Information Forensics and Security

Discriminant Correlation Analysis for Feature Level Fusion with Application to Multimodal Biometrics


Discriminant Correlation Analysis for Feature Level Fusion with Application to Multimodal Biometrics

In this paper, we present Discriminant Correlation Analysis (DCA), a feature level fusion technique that incorporates the class associations in correlation analysis of the feature sets. DCA performs an effective feature fusion by maximizing the pair-wise correlations across the two feature sets, and at the same time, eliminating the between-class correlations and restricting the correlations to be within classes.

Paper Details

Authors:
Mohammad Haghighat, Mohamed Abdel-Mottaleb, Wadee Alhalabi
Submitted On:
16 July 2016 - 11:13pm
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DCA_ICASSP16_Poster.pdf

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[1] Mohammad Haghighat, Mohamed Abdel-Mottaleb, Wadee Alhalabi, "Discriminant Correlation Analysis for Feature Level Fusion with Application to Multimodal Biometrics", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/828. Accessed: Feb. 25, 2017.
@article{828-16,
url = {http://sigport.org/828},
author = {Mohammad Haghighat; Mohamed Abdel-Mottaleb; Wadee Alhalabi },
publisher = {IEEE SigPort},
title = {Discriminant Correlation Analysis for Feature Level Fusion with Application to Multimodal Biometrics},
year = {2016} }
TY - EJOUR
T1 - Discriminant Correlation Analysis for Feature Level Fusion with Application to Multimodal Biometrics
AU - Mohammad Haghighat; Mohamed Abdel-Mottaleb; Wadee Alhalabi
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/828
ER -
Mohammad Haghighat, Mohamed Abdel-Mottaleb, Wadee Alhalabi. (2016). Discriminant Correlation Analysis for Feature Level Fusion with Application to Multimodal Biometrics. IEEE SigPort. http://sigport.org/828
Mohammad Haghighat, Mohamed Abdel-Mottaleb, Wadee Alhalabi, 2016. Discriminant Correlation Analysis for Feature Level Fusion with Application to Multimodal Biometrics. Available at: http://sigport.org/828.
Mohammad Haghighat, Mohamed Abdel-Mottaleb, Wadee Alhalabi. (2016). "Discriminant Correlation Analysis for Feature Level Fusion with Application to Multimodal Biometrics." Web.
1. Mohammad Haghighat, Mohamed Abdel-Mottaleb, Wadee Alhalabi. Discriminant Correlation Analysis for Feature Level Fusion with Application to Multimodal Biometrics [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/828

Cyber-Physical Intrusion Detection on a Robotic Vehicle

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Authors:
Tuan Vuong
Submitted On:
23 February 2016 - 1:44pm
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WIFS2015_Vuong.pdf

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[1] Tuan Vuong, "Cyber-Physical Intrusion Detection on a Robotic Vehicle", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/598. Accessed: Feb. 25, 2017.
@article{598-16,
url = {http://sigport.org/598},
author = {Tuan Vuong },
publisher = {IEEE SigPort},
title = {Cyber-Physical Intrusion Detection on a Robotic Vehicle},
year = {2016} }
TY - EJOUR
T1 - Cyber-Physical Intrusion Detection on a Robotic Vehicle
AU - Tuan Vuong
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/598
ER -
Tuan Vuong. (2016). Cyber-Physical Intrusion Detection on a Robotic Vehicle. IEEE SigPort. http://sigport.org/598
Tuan Vuong, 2016. Cyber-Physical Intrusion Detection on a Robotic Vehicle. Available at: http://sigport.org/598.
Tuan Vuong. (2016). "Cyber-Physical Intrusion Detection on a Robotic Vehicle." Web.
1. Tuan Vuong. Cyber-Physical Intrusion Detection on a Robotic Vehicle [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/598

Full-duplex vs. Half-duplex Secret-key Generation

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Authors:
Hendrik Vogt
Submitted On:
23 February 2016 - 1:44pm
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WIFS2015_Vogt.pdf

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[1] Hendrik Vogt, "Full-duplex vs. Half-duplex Secret-key Generation", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/597. Accessed: Feb. 25, 2017.
@article{597-16,
url = {http://sigport.org/597},
author = {Hendrik Vogt },
publisher = {IEEE SigPort},
title = {Full-duplex vs. Half-duplex Secret-key Generation},
year = {2016} }
TY - EJOUR
T1 - Full-duplex vs. Half-duplex Secret-key Generation
AU - Hendrik Vogt
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/597
ER -
Hendrik Vogt. (2016). Full-duplex vs. Half-duplex Secret-key Generation. IEEE SigPort. http://sigport.org/597
Hendrik Vogt, 2016. Full-duplex vs. Half-duplex Secret-key Generation. Available at: http://sigport.org/597.
Hendrik Vogt. (2016). "Full-duplex vs. Half-duplex Secret-key Generation." Web.
1. Hendrik Vogt. Full-duplex vs. Half-duplex Secret-key Generation [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/597

Interest Flooding Detection in NDN Using Hypothesis Testing

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Authors:
Tan N. Nguyen
Submitted On:
23 February 2016 - 1:44pm
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WIFS2015_T_Nguyen.pdf

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[1] Tan N. Nguyen, "Interest Flooding Detection in NDN Using Hypothesis Testing", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/596. Accessed: Feb. 25, 2017.
@article{596-16,
url = {http://sigport.org/596},
author = {Tan N. Nguyen },
publisher = {IEEE SigPort},
title = {Interest Flooding Detection in NDN Using Hypothesis Testing},
year = {2016} }
TY - EJOUR
T1 - Interest Flooding Detection in NDN Using Hypothesis Testing
AU - Tan N. Nguyen
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/596
ER -
Tan N. Nguyen. (2016). Interest Flooding Detection in NDN Using Hypothesis Testing. IEEE SigPort. http://sigport.org/596
Tan N. Nguyen, 2016. Interest Flooding Detection in NDN Using Hypothesis Testing. Available at: http://sigport.org/596.
Tan N. Nguyen. (2016). "Interest Flooding Detection in NDN Using Hypothesis Testing." Web.
1. Tan N. Nguyen. Interest Flooding Detection in NDN Using Hypothesis Testing [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/596

Windowed DMD as a Microtexture Descriptor for Finger Vein Counter-spoofing in Biometrics

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Authors:
Santosh Tirunagari
Submitted On:
23 February 2016 - 1:44pm
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WIFS2015_Tirunagari.pdf

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[1] Santosh Tirunagari, "Windowed DMD as a Microtexture Descriptor for Finger Vein Counter-spoofing in Biometrics", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/595. Accessed: Feb. 25, 2017.
@article{595-16,
url = {http://sigport.org/595},
author = {Santosh Tirunagari },
publisher = {IEEE SigPort},
title = {Windowed DMD as a Microtexture Descriptor for Finger Vein Counter-spoofing in Biometrics},
year = {2016} }
TY - EJOUR
T1 - Windowed DMD as a Microtexture Descriptor for Finger Vein Counter-spoofing in Biometrics
AU - Santosh Tirunagari
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/595
ER -
Santosh Tirunagari. (2016). Windowed DMD as a Microtexture Descriptor for Finger Vein Counter-spoofing in Biometrics. IEEE SigPort. http://sigport.org/595
Santosh Tirunagari, 2016. Windowed DMD as a Microtexture Descriptor for Finger Vein Counter-spoofing in Biometrics. Available at: http://sigport.org/595.
Santosh Tirunagari. (2016). "Windowed DMD as a Microtexture Descriptor for Finger Vein Counter-spoofing in Biometrics." Web.
1. Santosh Tirunagari. Windowed DMD as a Microtexture Descriptor for Finger Vein Counter-spoofing in Biometrics [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/595

Generalized Tally-Based Decoders for Traitor Tracing and Group Testing

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Authors:
Boris Skoric
Submitted On:
23 February 2016 - 1:44pm
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WIFS2015_Skoric.pdf

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[1] Boris Skoric, "Generalized Tally-Based Decoders for Traitor Tracing and Group Testing", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/594. Accessed: Feb. 25, 2017.
@article{594-16,
url = {http://sigport.org/594},
author = {Boris Skoric },
publisher = {IEEE SigPort},
title = {Generalized Tally-Based Decoders for Traitor Tracing and Group Testing},
year = {2016} }
TY - EJOUR
T1 - Generalized Tally-Based Decoders for Traitor Tracing and Group Testing
AU - Boris Skoric
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/594
ER -
Boris Skoric. (2016). Generalized Tally-Based Decoders for Traitor Tracing and Group Testing. IEEE SigPort. http://sigport.org/594
Boris Skoric, 2016. Generalized Tally-Based Decoders for Traitor Tracing and Group Testing. Available at: http://sigport.org/594.
Boris Skoric. (2016). "Generalized Tally-Based Decoders for Traitor Tracing and Group Testing." Web.
1. Boris Skoric. Generalized Tally-Based Decoders for Traitor Tracing and Group Testing [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/594

Privacy, Efficiency & Fault Tolerance in Aggregate Computations on Massive Star Networks

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Authors:
Shantanu Rane
Submitted On:
23 February 2016 - 1:44pm
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WIFS2015_Rane.pdf

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[1] Shantanu Rane, "Privacy, Efficiency & Fault Tolerance in Aggregate Computations on Massive Star Networks", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/593. Accessed: Feb. 25, 2017.
@article{593-16,
url = {http://sigport.org/593},
author = {Shantanu Rane },
publisher = {IEEE SigPort},
title = {Privacy, Efficiency & Fault Tolerance in Aggregate Computations on Massive Star Networks},
year = {2016} }
TY - EJOUR
T1 - Privacy, Efficiency & Fault Tolerance in Aggregate Computations on Massive Star Networks
AU - Shantanu Rane
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/593
ER -
Shantanu Rane. (2016). Privacy, Efficiency & Fault Tolerance in Aggregate Computations on Massive Star Networks. IEEE SigPort. http://sigport.org/593
Shantanu Rane, 2016. Privacy, Efficiency & Fault Tolerance in Aggregate Computations on Massive Star Networks. Available at: http://sigport.org/593.
Shantanu Rane. (2016). "Privacy, Efficiency & Fault Tolerance in Aggregate Computations on Massive Star Networks." Web.
1. Shantanu Rane. Privacy, Efficiency & Fault Tolerance in Aggregate Computations on Massive Star Networks [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/593

Fragile Sensor Fingerprint Camera Identification

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Authors:
Erwin Quiring
Submitted On:
23 February 2016 - 1:44pm
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WIFS2015_Quiring.pdf

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[1] Erwin Quiring, "Fragile Sensor Fingerprint Camera Identification", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/592. Accessed: Feb. 25, 2017.
@article{592-16,
url = {http://sigport.org/592},
author = {Erwin Quiring },
publisher = {IEEE SigPort},
title = {Fragile Sensor Fingerprint Camera Identification},
year = {2016} }
TY - EJOUR
T1 - Fragile Sensor Fingerprint Camera Identification
AU - Erwin Quiring
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/592
ER -
Erwin Quiring. (2016). Fragile Sensor Fingerprint Camera Identification. IEEE SigPort. http://sigport.org/592
Erwin Quiring, 2016. Fragile Sensor Fingerprint Camera Identification. Available at: http://sigport.org/592.
Erwin Quiring. (2016). "Fragile Sensor Fingerprint Camera Identification." Web.
1. Erwin Quiring. Fragile Sensor Fingerprint Camera Identification [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/592

Identification of Pictorial Materials by Means of Optimized Multispectral Reflectance Image Processing

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Authors:
Alessandro Piva
Submitted On:
23 February 2016 - 1:44pm
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WIFS2015_Pronti.pdf

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[1] Alessandro Piva, "Identification of Pictorial Materials by Means of Optimized Multispectral Reflectance Image Processing", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/591. Accessed: Feb. 25, 2017.
@article{591-16,
url = {http://sigport.org/591},
author = {Alessandro Piva },
publisher = {IEEE SigPort},
title = {Identification of Pictorial Materials by Means of Optimized Multispectral Reflectance Image Processing},
year = {2016} }
TY - EJOUR
T1 - Identification of Pictorial Materials by Means of Optimized Multispectral Reflectance Image Processing
AU - Alessandro Piva
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/591
ER -
Alessandro Piva. (2016). Identification of Pictorial Materials by Means of Optimized Multispectral Reflectance Image Processing. IEEE SigPort. http://sigport.org/591
Alessandro Piva, 2016. Identification of Pictorial Materials by Means of Optimized Multispectral Reflectance Image Processing. Available at: http://sigport.org/591.
Alessandro Piva. (2016). "Identification of Pictorial Materials by Means of Optimized Multispectral Reflectance Image Processing." Web.
1. Alessandro Piva. Identification of Pictorial Materials by Means of Optimized Multispectral Reflectance Image Processing [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/591

Improved 3D Lighting Environment Estimation for Image Forgery Detection

Paper Details

Authors:
Bo Peng
Submitted On:
23 February 2016 - 1:44pm
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WIFS2015_Peng.pdf

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[1] Bo Peng, "Improved 3D Lighting Environment Estimation for Image Forgery Detection", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/590. Accessed: Feb. 25, 2017.
@article{590-16,
url = {http://sigport.org/590},
author = {Bo Peng },
publisher = {IEEE SigPort},
title = {Improved 3D Lighting Environment Estimation for Image Forgery Detection},
year = {2016} }
TY - EJOUR
T1 - Improved 3D Lighting Environment Estimation for Image Forgery Detection
AU - Bo Peng
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/590
ER -
Bo Peng. (2016). Improved 3D Lighting Environment Estimation for Image Forgery Detection. IEEE SigPort. http://sigport.org/590
Bo Peng, 2016. Improved 3D Lighting Environment Estimation for Image Forgery Detection. Available at: http://sigport.org/590.
Bo Peng. (2016). "Improved 3D Lighting Environment Estimation for Image Forgery Detection." Web.
1. Bo Peng. Improved 3D Lighting Environment Estimation for Image Forgery Detection [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/590

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