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Protecting Privacy in Video Surveillance,
Springer2009, ISBN: 978-1-84882-300-6.
WWW Link.
Survey, Biometrics. Overview of surveillance, issues of privacy.
Buy this book: Protecting Privacy in Video Surveillance
Senior, A.W.[Andrew W.],
Privacy enablement in a surveillance system,
ICIP08(1680-1683).
IEEE DOI
0810
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Computer(42), No. 9, September 2009, pp. 22-28.
IEEE DOI
0909
BibRef
Earlier:
Context aware privacy in visual surveillance,
ICPR08(1-4).
IEEE DOI
0812
Issues of privacy in surveillance.
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Martin, K.[Karl],
Plataniotis, K.N.[Konstantinos N.],
Privacy Protected Surveillance Using Secure Visual Object Coding,
CirSysVideo(18), No. 8, August 2008, pp. 1152-1162.
IEEE DOI
0809
BibRef
And:
Coding and encryption of visual objects for privacy protected
surveillance,
ICIP08(1360-1363).
IEEE DOI
0810
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DuFaux, F.[Frederic],
Ebrahimi, T.[Touradj],
Scrambling for Privacy Protection in Video Surveillance Systems,
CirSysVideo(18), No. 8, August 2008, pp. 1168-1174.
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And:
H.264/AVC video scrambling for privacy protection,
ICIP08(1688-1691).
IEEE DOI
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SPIE(8063), 2011.
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DuFaux, F.[Frederic],
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SPIE(Newsroom), May 10, 2011.
DOI Link
1105
We define a framework that demonstrates how video scrambling
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PIEEE(96), No. 10, October 2008, pp. 1688-1697.
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Kulik, L.,
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Privacy-Aware Traffic Monitoring,
ITS(11), No. 1, March 2010, pp. 61-70.
IEEE DOI
1003
For vehicle tracking, but the same legal issues.
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An Analysis of Random Projection for Changeable and Privacy-Preserving
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Chow, C.Y.[Chi-Yin],
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Earlier: A2, A1, A3, A4:
Restricted H.264/AVC video coding for privacy region scrambling,
ICIP10(2089-2092).
IEEE DOI
1009
Coding efficiency; Drift error; H.264/AVC; Privacy protection;
Restricted video coding; Security; Video surveillance; Video
scrambling
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Tong, L.L.[Ling-Ling],
Dai, F.[Feng],
Zhang, Y.D.[Yong-Dong],
Li, J.T.[Jin-Tao],
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VCIP11(1-4).
IEEE DOI
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Held, C.[Cornelius],
Krumm, J.[Julia],
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Schenke, R.P.[Ralf P.],
Intelligent Video Surveillance,
Computer(45), No. 3, March 2012, pp. 83-84.
IEEE DOI
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Privacy implications, general discussion.
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Smart Software Secures Surveillance Systems,
VisSys(17), No. 9, September 2012, pp. 29-34.
1209
Report on system for transit system from
See also Behavioral Recognition Systems, Inc..
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Murakami, H.[Hikaru],
Kitazawa, H.[Hitoshi],
Sunshine-Change-Tolerant Moving Object Masking for Realizing both
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1410
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effect and a low bitrate overhead,
SP:IC(35), No. 1, 2015, pp. 71-84.
Elsevier DOI
1506
Privacy region protection
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Nakashima, Y.[Yuta],
Babaguchi, N.[Noboru],
Fan, J.P.[Jian-Ping],
Privacy Protection for Social Video via Background Estimation and
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MVA(28), No. 5-6, August 2017, pp. 623-634.
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Privacy issues for pervasive image sources.
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Park, J.H.,
Crowdsensing Multimedia Data: Security and Privacy Issues,
MultMedMag(24), No. 4, October 2017, pp. 58-66.
IEEE DOI
1712
Accelerometers, Computer crime, Computer security, Data privacy,
Global Positioning System, Multimedia communication, Privacy,
security and privacy issues
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EPLA: efficient personal location anonymity,
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Jiang, Q.S.[Qing-Shan],
An Effective Privacy Architecture to Preserve User Trajectories in
Reward-Based LBS Applications,
IJGI(7), No. 2, 2018, pp. xx-yy.
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Huang, H.S.[Hao-Sheng],
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Current Trends and Challenges in Location-Based Services,
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Location Privacy in the Wake of the GDPR,
IJGI(8), No. 3, 2019, pp. xx-yy.
DOI Link
1903
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An efficient privacy protection scheme for data security in video
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JVCIR(59), 2019, pp. 347-362.
Elsevier DOI
1903
Privacy protection, Data security, Video surveillance
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Yu, S.,
Differential Privacy Oriented Distributed Online Learning for Mobile
Social Video Prefetching,
MultMed(21), No. 3, March 2019, pp. 636-651.
IEEE DOI
1903
cache storage, convex programming, data analysis, data privacy,
distributed algorithms, learning (artificial intelligence),
distributed online learning
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Trust-Based Privacy-Preserving Photo Sharing in Online Social
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MultMed(21), No. 3, March 2019, pp. 591-602.
IEEE DOI
1903
data privacy, social networking (online), trusted computing,
trust-based privacy-preserving photo sharing,
online social networks
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Vehicle Telematics: The Good, Bad and Ugly,
Computer(52), No. 1, January 2019, pp. 66-70.
IEEE DOI
1903
Serious privacy and security implications.
Telematics, Internet of Things, Privacy, Intelligent vehicles,
Sensors, Computer security, Navigation
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Rinner, B.[Bernhard],
Can We Trust Smart Cameras?,
Computer(52), No. 5, May 2019, pp. 67-70.
IEEE DOI
1906
Security issues with so much processing and storage.
Smart cameras, Security, Visualization, Complexity theory,
Monitoring, Videos
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Feigenbaum, J.[Joan],
Encryption and Surveillance,
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1906
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Koelle, M.,
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Ubiquitous Intelligent Cameras:
Between Legal Nightmare and Social Empowerment,
MultMedMag(26), No. 2, April 2019, pp. 76-86.
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1906
Cameras, Law, Privacy, Photography, Data privacy, Art
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Ma, C.,
Yan, Z.,
Chen, C.W.,
SSPA-LBS: Scalable and Social-Friendly Privacy-Aware Location-Based
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MultMed(21), No. 8, August 2019, pp. 2146-2156.
IEEE DOI
1908
cryptography, data privacy, mobile computing, SSPA-LBS,
social-friendly privacy-aware location-based services,
scalable media format
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Tadesse, G.A.,
Bent, O.,
Marcenaro, L.,
Weldemariam, K.,
Cavallaro, A.,
Privacy-Aware Human Activity Recognition From a Wearable Camera:
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SPMag(37), No. 3, May 2020, pp. 168-172.
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2005
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Privacy-Preserving in-Bed Human Pose Estimation: Highlights from the
IEEE Video and Image Processing Cup 2021 Student Competition [SP
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SPMag(39), No. 3, May 2022, pp. 121-129.
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2205
Training, Pediatrics, Data privacy, Pandemics, Image processing,
Pose estimation, Signal processing algorithms
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Privacy-Preserving Constrained Quadratic Optimization With Fisher
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IEEE DOI
2005
Privacy, Noise measurement, Signal processing algorithms,
Differential privacy, Cost function, Optimization algorithm,
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Key protected classification for collaborative learning,
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2005
Privacy-preserving machine learning, collaborative learning,
classification, generative adversarial networks
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Graph-based neural networks for explainable image privacy inference,
PR(105), 2020, pp. 107360.
Elsevier DOI
2006
Image privacy protection, Graph neural networks, Image classification
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Masood, F.[Fawad],
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Arshad,
Sankar, S.[Syam],
Rubaiee, S.[Saeed],
Buchanan, W.J.[William J.],
A Novel Privacy Approach of Digital Aerial Images Based on Mersenne
Twister Method with DNA Genetic Encoding and Chaos,
RS(12), No. 11, 2020, pp. xx-yy.
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Multimedia Data Privacy Against Machines,
MultMedMag(27), No. 2, April 2020, pp. 5-7.
IEEE DOI
2006
Data privacy, Streaming media, Privacy, Social networking (online),
Machine learning algorithms, Machine learning, Government
BibRef
Cross, M.S.,
Cavallaro, A.,
Privacy as a Feature for Body-Worn Cameras,
SPMag(37), No. 4, July 2020, pp. 145-148.
IEEE DOI
2007
[In the Spotlight]
Cameras, Wearable computing, Privacy
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Sanchez-Matilla, R.,
Li, C.Y.,
Shamsabadi, A.S.,
Mazzon, R.,
Cavallaro, A.,
Exploiting Vulnerabilities of Deep Neural Networks for Privacy
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MultMed(22), No. 7, July 2020, pp. 1862-1873.
IEEE DOI
2007
Deep learning, adversarial images, privacy protection
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Guo, L.Y.[Lei-Yong],
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Data encryption based blockchain and privacy preserving mechanisms
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JVCIR(70), 2020, pp. 102741.
Elsevier DOI
2007
Blockchain, Data encryption, Privacy preserving, Big data
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Le, J.,
Zhang, D.,
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Yang, F.,
Anonymous Privacy Preservation Based on m-Signature and Fuzzy
Processing for Real-Time Data Release,
SMCS(50), No. 10, October 2020, pp. 3871-3883.
IEEE DOI
2009
Real-time systems, Data models, Privacy, Resists, Diseases,
Dynamic update, fuzzy processing, m-signature, privacy protection,
real-time data release
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Bi, D.[Dexu],
Kadry, S.[Seifedine],
Kumar, P.M.[Priyan Malarvizhi],
Internet of things assisted public security management platform for
urban transportation using hybridised cryptographic-integrated
steganography,
IET-ITS(14), No. 11, November 2020, pp. 1497-1506.
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2010
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Harvey, A.[Adam],
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Exposing.ai,
Online2021.
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2103
Dataset, Duke MTMC Dataset. Privacy issues in re-identification research and the use of large
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BibRef
Jiang, H.B.[Hong-Bo],
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Zhao, P.[Ping],
Zeng, F.Z.[Fan-Zi],
Xiao, Z.[Zhu],
Iyengar, A.[Arun],
Location Privacy-Preserving Mechanisms in Location-Based Services:
A Comprehensive Survey,
Surveys(54), No. 1, January 2021, pp. xx-yy.
DOI Link
2104
Location privacy, location-based services, privacy-preserving mechanisms
BibRef
Yang, J.X.[Jian-Xi],
Dash, M.[Manoranjan],
Teo, S.G.[Sin G.],
PPTPF: Privacy-Preserving Trajectory Publication Framework for CDR
Mobile Trajectories,
IJGI(10), No. 4, 2021, pp. xx-yy.
DOI Link
2104
BibRef
Ma, T.H.[Ting-Huai],
Song, F.[Fagen],
A Trajectory Privacy Protection Method Based on Random Sampling
Differential Privacy,
IJGI(10), No. 7, 2021, pp. xx-yy.
DOI Link
2108
BibRef
Pellungrini, R.[Roberto],
Pappalardo, L.[Luca],
Simini, F.[Filippo],
Monreale, A.[Anna],
Modeling Adversarial Behavior Against Mobility Data Privacy,
ITS(23), No. 2, February 2022, pp. 1145-1158.
IEEE DOI
2202
Data privacy, Trajectory, Data models, Risk management,
Simulated annealing, Thermodynamics, Data privacy, privacy, agent-based modeling
BibRef
Wu, Z.Y.[Zhen-Yu],
Wang, H.T.[Hao-Tao],
Wang, Z.W.[Zhao-Wen],
Jin, H.L.[Hai-Lin],
Wang, Z.Y.[Zhang-Yang],
Privacy-Preserving Deep Action Recognition:
An Adversarial Learning Framework and A New Dataset,
PAMI(44), No. 4, April 2022, pp. 2126-2139.
IEEE DOI
2203
Privacy, Data privacy, Videos, Task analysis, Visualization,
Cryptography, Training, Visual privacy, action recognition,
adversarial learning
BibRef
Tanveer, M.[Muhammad],
Shah, T.[Tariq],
Ali, A.[Asif],
Shah, D.[Dawood],
An Efficient Image Privacy-Preserving Scheme Based On Mixed Chaotic Map
and Compression,
IJIG(22), No. 2, April 2022, pp. 2250020.
DOI Link
2205
BibRef
Guo, S.W.[Shang-Wei],
Zhang, T.W.[Tian-Wei],
Xu, G.W.[Guo-Wen],
Yu, H.[Han],
Xiang, T.[Tao],
Liu, Y.[Yang],
Topology-Aware Differential Privacy for Decentralized Image
Classification,
CirSysVideo(32), No. 6, June 2022, pp. 4016-4027.
IEEE DOI
2206
Training, Privacy, Usability, Differential privacy, Network topology,
Learning systems, Topology, Decentralized learning, topology
BibRef
Tanwar, V.K.[Vishesh Kumar],
Raman, B.[Balasubramanian],
Rajput, A.S.[Amitesh Singh],
Bhargava, R.[Rama],
SecureDL: A privacy preserving deep learning model for image
recognition over cloud,
JVCIR(86), 2022, pp. 103503.
Elsevier DOI
2206
Cloud computing, Image classification,
Permutation ordered binary number system, Encrypted domain
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Verma, S.[Shekhar],
Venkatesan, S.[Subramanian],
Linkable Privacy-Preserving Scheme for Location-Based Services,
ITS(23), No. 7, July 2022, pp. 7998-8012.
IEEE DOI
2207
Servers, Privacy, Protocols, Public key, Vehicular ad hoc networks,
Encryption, Authentication, Location-based services,
lattice-based cryptography
BibRef
AprilPyone, M.M.[Maung-Maung],
Kiya, H.[Hitoshi],
Privacy-Preserving Image Classification Using an Isotropic Network,
MultMedMag(29), No. 2, April 2022, pp. 23-33.
IEEE DOI
2208
Image coding, Encryption, Visualization, Training data,
Computational modeling, Privacy, Transformers, Neural networks
BibRef
Bai, J.W.[Jia-Wang],
Chen, B.[Bin],
Gao, K.F.[Kuo-Feng],
Wang, X.[Xuan],
Xia, S.T.[Shu-Tao],
Practical protection against video data leakage via universal
adversarial head,
PR(131), 2022, pp. 108834.
Elsevier DOI
2208
Privacy protection, Video retrieval, Deep hashing, Adversarial attack
BibRef
Yan, Y.[Yan],
Sun, Z.C.[Zi-Chao],
Mahmood, A.[Adnan],
Xu, F.[Fei],
Dong, Z.Y.[Zhuo-Yue],
Sheng, Q.Z.[Quan Z.],
Achieving Differential Privacy Publishing of Location-Based
Statistical Data Using Grid Clustering,
IJGI(11), No. 7, 2022, pp. xx-yy.
DOI Link
2208
BibRef
Yang, J.J.[Jing-Jing],
Liu, J.X.[Jia-Xing],
Han, R.[Runkai],
Wu, J.Z.[Jin-Zhao],
Generating and Restoring Private Face Images for Internet of Vehicles
Based on Semantic Features and Adversarial Examples,
ITS(23), No. 9, September 2022, pp. 16799-16809.
IEEE DOI
2209
Face recognition, Image restoration, Image segmentation, Semantics,
Faces, Generative adversarial networks, Perturbation methods, security
BibRef
Ma, B.[Baihe],
Wang, X.[Xu],
Ni, W.[Wei],
Liu, R.P.[Ren Ping],
Personalized Location Privacy With Road Network-Indistinguishability,
ITS(23), No. 11, November 2022, pp. 20860-20872.
IEEE DOI
2212
Vehicles, Roads, Privacy, Servers, Differential privacy,
Euclidean distance, Location privacy, obfuscation, personalization
BibRef
Zhang, D.H.[Deng-Hui],
Ren, L.J.[Li-Jing],
Shafiq, M.[Muhammad],
Gu, Z.Q.[Zhao-Quan],
A Lightweight Privacy-Preserving System for the Security of Remote
Sensing Images on IoT,
RS(14), No. 24, 2022, pp. xx-yy.
DOI Link
2212
BibRef
Yao, X.[Xin],
Yu, J.[Juan],
Han, J.M.[Jian-Min],
Lu, J.F.[Jian-Feng],
Peng, H.[Hao],
Wu, Y.J.[Yi-Jia],
Cao, X.Q.[Xiao-Qian],
DP-CSM: Efficient Differentially Private Synthesis for Human Mobility
Trajectory with Coresets and Staircase Mechanism,
IJGI(11), No. 12, 2022, pp. xx-yy.
DOI Link
2301
Privacy in individual trajectory data.
BibRef
Harris, M.[Mark],
The Panopticon v. the Capitol Rioters: Forensic technology is
enormously powerful, but is it worth the privacy trade-offs?,
Spectrum(60), No. 2, February 2023, pp. 32-46.
IEEE DOI
2302
Media, Smart phones, Social networking (online), Law enforcement,
Information analysis, Social factors,
Information retrieval
BibRef
Sun, W.[Wen],
Jin, J.[Jian],
Lin, W.S.[Wei-Si],
Minimum Noticeable Difference-Based Adversarial Privacy Preserving
Image Generation,
CirSysVideo(33), No. 3, March 2023, pp. 1069-1081.
IEEE DOI
2303
Privacy, Deep learning, Image quality, Face recognition, Measurement,
Iterative methods, Image synthesis, privacy preserving
BibRef
Löchner, M.[Marc],
Burghardt, D.[Dirk],
Using HyperLogLog to Prevent Data Retention in Social Media Streaming
Data Analytics,
IJGI(12), No. 2, 2023, pp. xx-yy.
DOI Link
2303
BibRef
Shen, Z.D.[Zhi-Dong],
Zhong, T.[Ting],
Sun, H.[Hui],
Qi, B.[Baiwen],
RRN: A differential private approach to preserve privacy in image
classification,
IET-IPR(17), No. 7, 2023, pp. 2192-2203.
DOI Link
2305
batch normalization, convolutional neural network, serial attention module
BibRef
Sun, X.Y.[Xin-Yue],
Ye, Q.Q.[Qing-Qing],
Hu, H.B.[Hai-Bo],
Wang, Y.D.[Yuan-Dong],
Huang, K.[Kai],
Wo, T.Y.[Tian-Yu],
Xu, J.[Jie],
Synthesizing Realistic Trajectory Data With Differential Privacy,
ITS(24), No. 5, May 2023, pp. 5502-5515.
IEEE DOI
2305
Trajectory, Roads, Synthetic data, Privacy, Differential privacy,
Feature extraction, Data models,
trajectory data analysis
BibRef
Tang, L.[Li],
Ye, Q.Q.[Qing-Qing],
Hu, H.B.[Hai-Bo],
Au, M.H.[Man Ho],
Secure Traffic Monitoring With Spatio-Temporal Metadata Protection
Using Oblivious RAM,
ITS(24), No. 12, December 2023, pp. 14903-14913.
IEEE DOI
2312
BibRef
Xu, Q.W.[Qin-Wei],
Zhang, R.P.[Rui-Peng],
Zhang, Y.[Ya],
Wu, Y.Y.[Yi-Yan],
Wang, Y.F.[Yan-Feng],
Federated Adversarial Domain Hallucination for Privacy-Preserving
Domain Generalization,
MultMed(26), 2024, pp. 1-14.
IEEE DOI
2401
BibRef
Cucchiara, R.[Rita],
Baraldi, L.[Lorenzo],
Cornia, M.[Marcella],
Sarto, S.[Sara],
Video Surveillance and Privacy: A Solvable Paradox?,
Computer(57), No. 3, March 2024, pp. 91-100.
IEEE DOI
2403
Privacy, Natural languages, Video surveillance, Artificial intelligence
BibRef
Korki, M.[Mehdi],
Sadeghi, P.[Parastoo],
Discrete Offset-Symmetric Gaussians for Differential Privacy,
SPLetters(31), 2024, pp. 1915-1919.
IEEE DOI
2408
Differential privacy, Tail, Random variables, Privacy,
Gaussian distribution, Noise, Approximation algorithms,
approximate differential privacy
BibRef
Zhao, R.[Ruoyu],
Wen, W.Y.[Wen-Ying],
Zhu, Y.[Youwen],
Lan, R.[Rushi],
A Consumer-Oriented Image Transformation Scheme With a Secret Key for
Privacy Protection,
SPLetters(31), 2024, pp. 2280-2284.
IEEE DOI
2410
Privacy, Signal processing algorithms, Semantics, Perturbation methods,
Vectors, Transform coding, Protection, privacy preservation
BibRef
Ishikawa, Y.[Yuchi],
Kondo, M.[Masayoshi],
Kataoka, H.[Hirokatsu],
Learnable Cube-based Video Encryption for Privacy-Preserving Action
Recognition,
WACV24(6988-6998)
IEEE DOI
2404
Training, Privacy, Visualization, Computer architecture,
Transformers, Data models, Encryption, Algorithms,
ethical computer vision
BibRef
Luo, Z.[Zelun],
Zou, Y.L.[Yu-Liang],
Yang, Y.J.[Yi-Jin],
Durante, Z.[Zane],
Huang, D.A.[De-An],
Yu, Z.[Zhiding],
Xiao, C.W.[Chao-Wei],
Fei-Fei, L.[Li],
Anandkumar, A.[Animashree],
Differentially Private Video Activity Recognition,
WACV24(6643-6653)
IEEE DOI
2404
Differential privacy, Privacy, Image segmentation,
Transfer learning, Computer architecture, Activity recognition,
ethical computer vision
BibRef
Merino, X.[Xavier],
King, M.[Michael],
Who Wore It Best? And Who Paid Less? Effects of Privacy-Preserving
Techniques Across Demographics,
DVPBA24(1160-1169)
IEEE DOI
2404
Privacy, Visualization, Image recognition, Face recognition,
Perturbation methods, Software algorithms, Software
BibRef
Yang, L.C.[Liang-Chih],
Security and Privacy Concerns in Information Usability,
IoTDesign24(679-684)
IEEE DOI
2404
Privacy, Data privacy, Law, Encryption, Security
BibRef
Li, M.[Ming],
Xu, X.Y.[Xiang-Yu],
Fan, H.[Hehe],
Zhou, P.[Pan],
Liu, J.[Jun],
Liu, J.W.[Jia-Wei],
Li, J.[Jiahe],
Keppo, J.[Jussi],
Shou, M.Z.[Mike Zheng],
Yan, S.C.[Shui-Cheng],
STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition,
ICCV23(5083-5092)
IEEE DOI
2401
BibRef
Li, Y.Z.[Yi-Zhe],
Tsai, Y.L.[Yu-Lin],
Yu, C.M.[Chia-Mu],
Chen, P.Y.[Pin-Yu],
Ren, X.B.[Xue-Bin],
Exploring the Benefits of Visual Prompting in Differential Privacy,
ICCV23(5135-5144)
IEEE DOI Code:
WWW Link.
2401
BibRef
Pittaluga, F.[Francesco],
Zhuang, B.B.[Bing-Bing],
LDP-Feat: Image Features with Local Differential Privacy,
ICCV23(17534-17544)
IEEE DOI
2401
BibRef
Pan, L.F.[Lin-Fei],
Schönberger, J.L.[Johannes L.],
Larsson, V.[Viktor],
Pollefeys, M.[Marc],
Privacy Preserving Localization via Coordinate Permutations,
ICCV23(18128-18137)
IEEE DOI
2401
BibRef
Klemp, M.[Marvin],
Rösch, K.[Kevin],
Wagner, R.[Royden],
Quehl, J.[Jannik],
Lauer, M.[Martin],
LDFA: Latent Diffusion Face Anonymization for Self-driving
Applications,
E2EAD23(3199-3205)
IEEE DOI
2309
BibRef
Barattin, S.[Simone],
Tzelepis, C.[Christos],
Patras, I.[Ioannis],
Sebe, N.[Nicu],
Attribute-Preserving Face Dataset Anonymization via Latent Code
Optimization,
CVPR23(8001-8010)
IEEE DOI
2309
BibRef
Kirkland, H.[Hannah],
Koppal, S.J.[Sanjeev J.],
Schrödinger's Camera: First Steps Towards a Quantum-Based Privacy
Preserving Camera,
FaDE-TCV23(18-27)
IEEE DOI
2309
BibRef
Jiang, B.W.[Bao-Wei],
Bai, B.[Bing],
Lin, H.Z.[Hao-Zhe],
Wang, Y.[Yu],
Guo, Y.C.[Yu-Chen],
Fang, L.[Lu],
DartBlur: Privacy Preservation with Detection Artifact Suppression,
CVPR23(16479-16488)
IEEE DOI
2309
BibRef
Chelani, K.[Kunal],
Sattler, T.[Torsten],
Kahl, F.[Fredrik],
Kukelova, Z.[Zuzana],
Privacy-Preserving Representations are not Enough: Recovering Scene
Content from Camera Poses,
CVPR23(13132-13141)
IEEE DOI
2309
BibRef
Xu, Z.[Zheng],
Collins, M.[Maxwell],
Wang, Y.X.[Yu-Xiao],
Panait, L.[Liviu],
Oh, S.[Sewoong],
Augenstein, S.[Sean],
Liu, T.[Ting],
Schroff, F.[Florian],
McMahan, H.B.[H. Brendan],
Learning to Generate Image Embeddings with User-Level Differential
Privacy,
CVPR23(7969-7980)
IEEE DOI
2309
BibRef
Maximov, M.[Maxim],
Elezi, I.[Ismail],
Leal-Taixé, L.[Laura],
Decoupling Identity and Visual Quality for Image and Video
Anonymization,
ACCV22(VI:510-526).
Springer DOI
2307
BibRef
Huang, S.Y.[Shi-Yuan],
Piramuthu, R.[Robinson],
Chang, S.F.[Shih-Fu],
Sigurdsson, G.A.[Gunnar A.],
Video in 10 Bits: Few-bit Videoqa for Efficiency and Privacy,
RealWorld22(738-754).
Springer DOI
2304
BibRef
Carvalho, M.[Marcela],
Ennaffi, O.[Oussama],
Chateau, S.[Sylvain],
Bachir, S.A.[Samy Ait],
On the Design of Privacy-aware Cameras: A Study on Deep Neural Networks,
DSC22(223-237).
Springer DOI
2304
BibRef
Kunchala, A.[Anil],
Bouroche, M.[Mélanie],
Schoen-Phelan, B.[Bianca],
Towards A Framework for Privacy-Preserving Pedestrian Analysis,
WACV23(4359-4369)
IEEE DOI
2302
Measurement, Deep learning, Privacy, Shape, Urban areas,
Transportation, Applications: Social good
BibRef
Zhang, L.[Likun],
Chen, Y.[Yahong],
Li, A.[Ang],
Wang, B.H.[Bing-Hui],
Chen, Y.[Yiran],
Li, F.H.[Feng-Hua],
Cao, J.[Jin],
Niu, B.[Ben],
Interpreting Disparate Privacy-Utility Tradeoff in Adversarial
Learning via Attribute Correlation,
WACV23(4690-4698)
IEEE DOI
2302
Measurement, Training, Privacy, Data privacy, Correlation, Uncertainty,
Algorithms: Explainable, fair, accountable, privacy-preserving,
adversarial attack and defense methods
BibRef
Herzog, F.[Fabian],
Chen, J.P.[Jun-Peng],
Teepe, T.[Torben],
Gilg, J.[Johannes],
Hörmann, S.[Stefan],
Rigoll, G.[Gerhard],
Synthehicle: Multi-Vehicle Multi-Camera Tracking in Virtual Cities,
RealWorld23(1-11)
IEEE DOI
2302
Data privacy, Annotations, Vehicle detection, Semantics, Cameras
BibRef
Hukkelås, H.[Håkon],
Smebye, M.[Morten],
Mester, R.[Rudolf],
Lindseth, F.[Frank],
Realistic Full-Body Anonymization with Surface-Guided GANs,
WACV23(1430-1440)
IEEE DOI
2302
Data privacy, Deepfakes, Computational modeling,
Diversity reception, Generators, Information filtering, Usability,
image and video synthesis
BibRef
Singh, A.[Abhishek],
Garza, E.[Ethan],
Chopra, A.[Ayush],
Vepakomma, P.[Praneeth],
Sharma, V.[Vivek],
Raskar, R.[Ramesh],
Decouple-and-Sample:
Protecting Sensitive Information in Task Agnostic Data Release,
ECCV22(XIII:499-517).
Springer DOI
2211
BibRef
Chopra, A.[Ayush],
Java, A.[Abhinav],
Singh, A.[Abhishek],
Sharma, V.[Vivek],
Raskar, R.[Ramesh],
Learning to Censor by Noisy Sampling,
ECCV22(XIII:378-395).
Springer DOI
2211
WWW Link.
BibRef
Hinojosa, C.[Carlos],
Marquez, M.[Miguel],
Arguello, H.[Henry],
Adeli, E.[Ehsan],
Fei-Fei, L.[Li],
Niebles, J.C.[Juan Carlos],
PrivHAR: Recognizing Human Actions from Privacy-Preserving Lens,
ECCV22(IV:314-332).
Springer DOI
2211
BibRef
Kumawat, S.[Sudhakar],
Nagahara, H.[Hajime],
Privacy-Preserving Action Recognition via Motion Difference
Quantization,
ECCV22(XIII:518-534).
Springer DOI
2211
BibRef
Ng, T.[Tony],
Kim, H.J.[Hyo Jin],
Lee, V.T.[Vincent T.],
DeTone, D.[Daniel],
Yang, T.Y.[Tsun-Yi],
Shen, T.W.[Tian-Wei],
Ilg, E.[Eddy],
Balntas, V.[Vassileios],
Mikolajczyk, K.[Krystian],
Sweeney, C.[Chris],
NinjaDesc:
Content-Concealing Visual Descriptors via Adversarial Learning,
CVPR22(12787-12797)
IEEE DOI
2210
Representation learning, Training, Visualization, Privacy,
Adversarial machine learning, 3D from multi-view and sensors,
privacy and ethics in vision
BibRef
Dave, I.R.[Ishan Rajendrakumar],
Chen, C.[Chen],
Shah, M.[Mubarak],
SPAct: Self-supervised Privacy Preservation for Action Recognition,
CVPR22(20132-20141)
IEEE DOI
2210
Training, Privacy, Data privacy, Visualization, Protocols,
Self-supervised learning, Action and event recognition,
Self- semi- meta- Video analysis and understanding
BibRef
Golatkar, A.[Aditya],
Achille, A.[Alessandro],
Wang, Y.X.[Yu-Xiang],
Roth, A.[Aaron],
Kearns, M.[Michael],
Soatto, S.[Stefano],
Mixed Differential Privacy in Computer Vision,
CVPR22(8366-8376)
IEEE DOI
2210
Training, Privacy, Differential privacy, Visualization, Upper bound,
Computational modeling, Privacy and federated learning,
privacy and ethics in vision
BibRef
Sanyal, S.[Sunandini],
Addepalli, S.[Sravanti],
Babu, R.V.[R. Venkatesh],
Towards Data-Free Model Stealing in a Hard Label Setting,
CVPR22(15263-15272)
IEEE DOI
2210
Training, Privacy, Biological system modeling, Scalability,
Computational modeling, Cloning, Predictive models,
Privacy and federated learning
BibRef
Geppert, M.[Marcel],
Larsson, V.[Viktor],
Schönberger, J.L.[Johannes L.],
Pollefeys, M.[Marc],
Privacy Preserving Partial Localization,
CVPR22(17316-17326)
IEEE DOI
2210
Location awareness, Privacy, Uncertainty, Navigation,
Federated learning, Pose estimation, Privacy and federated learning
BibRef
Cacciatore, A.[Alessandro],
Migliorelli, L.[Lucia],
Berardini, D.[Daniele],
Tiribelli, S.[Simona],
Pigliapoco, S.[Stefano],
Moccia, S.[Sara],
Some Ethical Remarks on Deep Learning-Based Movements Monitoring for
Preterm Infants: Green AI or Red AI?,
AI-Care22(165-175).
Springer DOI
2208
BibRef
Thapar, D.[Daksh],
Nigam, A.[Aditya],
Arora, C.[Chetan],
Anonymizing Egocentric Videos,
ICCV21(2300-2309)
IEEE DOI
2203
Systematics, Perturbation methods, Computational modeling,
Surveillance, Activity recognition, Cameras,
Action and behavior recognition
BibRef
Bidstrup, M.[Michael],
Dueholm, J.V.[Jacob V.],
Nasrollahi, K.[Kamal],
Moeslund, T.B.[Thomas B.],
Privacy-Aware Anomaly Detection Using Semantic Segmentation,
ISVC21(II:110-123).
Springer DOI
2112
BibRef
Chen, H.T.[Han-Ting],
Guo, T.Y.[Tian-Yu],
Xu, C.[Chang],
Li, W.S.[Wen-Shuo],
Xu, C.J.[Chun-Jing],
Xu, C.[Chao],
Wang, Y.H.[Yun-He],
Learning Student Networks in the Wild,
CVPR21(6424-6433)
IEEE DOI
2111
For privacy.
Knowledge engineering, Data privacy, Image coding, Image synthesis,
Training data, Data collection, Data models
BibRef
Chelani, K.[Kunal],
Kahl, F.[Fredrik],
Sattler, T.[Torsten],
How Privacy-Preserving are Line Clouds? Recovering Scene Details from
3D Lines,
CVPR21(15663-15673)
IEEE DOI
2111
Location awareness, Cloud computing, Visualization,
Privacy, User-generated content
BibRef
Wang, Y.F.[Yi-Fan],
Liu, A.[Andrew],
Tucker, R.[Richard],
Wu, J.J.[Jia-Jun],
Curless, B.L.[Brian L.],
Seitz, S.M.[Steven M.],
Snavely, N.[Noah],
Repopulating Street Scenes,
CVPR21(5106-5115)
IEEE DOI
2111
Geometry, Data privacy, Annotations, Lighting,
Task analysis
BibRef
Chen, J.W.[Jia-Wei],
Chen, L.J.[Li-Ju],
Yu, C.M.[Chia-Mu],
Lu, C.S.[Chun-Shien],
Perceptual Indistinguishability-Net (PI-Net):
Facial Image Obfuscation with Manipulable Semantics,
CVPR21(6474-6483)
IEEE DOI
2111
Industries, Privacy, Differential privacy,
Semantics, Collaboration, Machine learning
BibRef
Wang, H.P.[Hui-Po],
Orekondy, T.[Tribhuvanesh],
Fritz, M.[Mario],
InfoScrub: Towards Attribute Privacy by Targeted Obfuscation,
TCV21(3275-3283)
IEEE DOI
2109
Privacy, Visualization, Interpolation, Uncertainty, Target tracking
BibRef
Heitzinger, T.[Thomas],
Kampel, M.[Martin],
IPT: A Dataset for Identity Preserved Tracking in Closed Domains,
ICPR21(8228-8234)
IEEE DOI
2105
Privacy, Annotations, Layout,
Object detection, Cameras, Safety
BibRef
Chen, Z.[Zhang],
Kandappu, T.[Thivya],
Subbaraju, V.[Vigneshwaran],
PrivAttNet: Predicting Privacy Risks in Images Using Visual Attention,
ICPR21(10327-10334)
IEEE DOI
2105
Deep learning, Privacy, Visualization, Sensitivity, Correlation,
Social networking (online), Law
BibRef
Hong, H.[Hanbin],
Bao, W.T.[Wen-Tao],
Hong, Y.[Yuan],
Kong, Y.[Yu],
Privacy Attributes-aware Message Passing Neural Network for Visual
Privacy Attributes Classification,
ICPR21(4245-4251)
IEEE DOI
2105
Privacy, Visualization, Data privacy, Correlation,
Image color analysis, Message passing, Neural networks
BibRef
Webster, R.[Ryan],
Rabin, J.[Julien],
Simon, L.[Loïc],
Jurie, F.[Frédéric],
Generating Private Data Surrogates for Vision Related Tasks,
ICPR21(263-269)
IEEE DOI
2105
Resistance, Industries, Privacy, Data privacy, Training data,
Generative adversarial networks, Generators
BibRef
Liu, Z.J.[Zhi-Jian],
Wu, Z.H.[Zhang-Hao],
Gan, C.[Chuang],
Zhu, L.G.[Li-Geng],
Han, S.[Song],
Datamix: Efficient Privacy-preserving Edge-cloud Inference,
ECCV20(XI:578-595).
Springer DOI
2011
BibRef
Shibuya, M.[Mikiya],
Sumikura, S.[Shinya],
Sakurada, K.[Ken],
Privacy Preserving Visual SLAM,
ECCV20(XXII:102-118).
Springer DOI
2011
BibRef
Yrjänäinen, J.,
Ni, X.,
Adhikari, B.,
Huttunen, H.,
Privacy-Aware Edge Computing System For People Tracking,
ICIP20(2096-2100)
IEEE DOI
2011
Neural networks, Image edge detection, Feature extraction,
Object detection, Cameras, Servers,
Edge Computing
BibRef
Zhu, Y.,
Yu, X.,
Chandraker, M.,
Wang, Y.,
Private-kNN: Practical Differential Privacy for Computer Vision,
CVPR20(11851-11859)
IEEE DOI
2008
Privacy, Feature extraction, Computational modeling, Data models, Training
BibRef
de Lange, M.,
Jia, X.,
Parisot, S.,
Leonardis, A.,
Slabaugh, G.,
Tuytelaars, T.,
Unsupervised Model Personalization While Preserving Privacy and
Scalability: An Open Problem,
CVPR20(14451-14460)
IEEE DOI
2008
Task analysis, Adaptation models, Servers, Data models, Training,
Data privacy, Scalability
BibRef
Uittenbogaard, R.[Ries],
Sebastian, C.[Clint],
Vijverberg, J.[Julien],
Boom, B.J.[Bas J.],
Gavrila, D.M.[Dariu M.],
de With, P.H.N.[Peter H.N.],
Privacy Protection in Street-View Panoramas Using Depth and Multi-View
Imagery,
CVPR19(10573-10582).
IEEE DOI
2002
BibRef
Speciale, P.[Pablo],
Schonberger, J.L.[Johannes L.],
Kang, S.B.[Sing Bing],
Sinha, S.N.[Sudipta N.],
Pollefeys, M.[Marc],
Privacy Preserving Image-Based Localization,
CVPR19(5488-5498).
IEEE DOI
2002
BibRef
Li, Y.,
Troutman, W.,
Knijnenburg, B.P.,
Caine, K.,
Human Perceptions of Sensitive Content in Photos,
PRIV18(1671-16716)
IEEE DOI
1812
Privacy, Security, Law, Interviews, Taxonomy
BibRef
Sun, Q.[Qianru],
Tewari, A.[Ayush],
Xu, W.P.[Wei-Peng],
Fritz, M.[Mario],
Theobalt, C.[Christian],
Schiele, B.[Bernt],
A Hybrid Model for Identity Obfuscation by Face Replacement,
ECCV18(I: 570-586).
Springer DOI
1810
BibRef
Ren, Z.Z.[Zhong-Zheng],
Lee, Y.J.[Yong Jae],
Ryoo, M.S.[Michael S.],
Learning to Anonymize Faces for Privacy Preserving Action Detection,
ECCV18(I: 639-655).
Springer DOI
1810
BibRef
Shi, W.,
Liu, H.,
Meng, F.,
Huang, W.,
Instance Enhancing Loss: Deep Identity-Sensitive Feature Embedding
for Person Search,
ICIP18(4108-4112)
IEEE DOI
1809
Training, IEL, Table lookup, Feature extraction, Proposals, Testing,
Surveillance, Person Search, Feature Embedding, Loss Function
BibRef
Ma, X.,
Peng, H.,
Jin, H.,
Zhu, B.,
Privacy-Preserving Cloud-Based Video Surveillance with Adjustable
Granularity of Privacy Protection,
ICIP18(4133-4137)
IEEE DOI
1809
Trajectory, Motion detection, Tracking,
Video surveillance, Privacy-preserving object tracking, video encryption
BibRef
Brell, T.[Teresa],
Philipsen, R.[Ralf],
Ziefle, M.[Martina],
Privacy Pirates - The Key Role of User Diversity in V2X-Technology,
DHM18(255-267).
Springer DOI
1807
BibRef
Li, Y.,
Vishwamitra, N.,
Knijnenburg, B.P.,
Hu, H.,
Caine, K.,
Blur vs. Block: Investigating the Effectiveness of Privacy-Enhancing
Obfuscation for Images,
PRIV17(1343-1351)
IEEE DOI
1709
Computer security, Data mining, Neural networks,
Privacy, Stakeholders, Videos
BibRef
Ruchaud, N.,
Dugelay, J.L.,
ASePPI: Robust Privacy Protection Against De-Anonymization Attacks,
PRIV17(1352-1359)
IEEE DOI
1709
Cameras, Discrete cosine transforms, Encryption, Image coding,
Privacy, Robustness
BibRef
Chen, A.T.Y.,
Biglari-Abhari, M.,
Wang, K.I.K.,
Trusting the Computer in Computer Vision:
A Privacy-Affirming Framework,
PRIV17(1360-1367)
IEEE DOI
1709
Cameras, Data privacy, Privacy, Surveillance
BibRef
Skirpan, M.,
Yeh, T.,
Designing a Moral Compass for the Future of Computer Vision Using
Speculative Analysis,
PRIV17(1368-1377)
IEEE DOI
1709
Cameras, Ethics, Monitoring, Privacy,
Security
BibRef
Cote, M.,
Albu, A.B.,
Teaching Computer Vision and Its Societal Effects:
A Look at Privacy and Security Issues from the Students' Perspective,
PRIV17(1378-1386)
IEEE DOI
1709
Cultural differences, Engineering students,
Ethics, Privacy, Security
BibRef
Das, A.,
Degeling, M.,
Wang, X.,
Wang, J.,
Sadeh, N.,
Satyanarayanan, M.,
Assisting Users in a World Full of Cameras:
A Privacy-Aware Infrastructure for Computer Vision Applications,
PRIV17(1387-1396)
IEEE DOI
1709
Cameras, Data privacy, Face recognition, Guidelines,
Privacy, Streaming, media
BibRef
Baragchizadeh, A.,
Karnowski, T.P.,
Bolme, D.S.,
O'Toole, A.J.,
Evaluation of Automated Identity Masking Method (AIM) in Naturalistic
Driving Study (NDS),
FG17(378-385)
IEEE DOI
1707
Algorithm design and analysis, Face, Face recognition,
Image edge detection, Mirrors, Vehicles
BibRef
Du, L.[Liang],
Lang, H.T.[Hai-Tao],
Tian, Y.L.[Ying-Li],
Tan, C.C.[Chiu C.],
Wu, J.[Jie],
Ling, H.B.[Hai-Bin],
Covert Video Classification by Codebook Growing Pattern,
MoveSurveillance16(1418-1425)
IEEE DOI
1612
BibRef
Sarwar, O.,
Rinner, B.,
Cavallaro, A.,
Design space exploration for adaptive privacy protection in airborne
images,
AVSS16(159-165)
IEEE DOI
1611
Cameras
BibRef
Roeper, D.,
Chen, J.,
Konrad, J.,
Ishwar, P.,
Privacy-preserving, indoor occupant localization using a network of
single-pixel sensors,
AVSS16(214-220)
IEEE DOI
1611
Cameras
BibRef
Sila-Nowicka, K.,
Thakuriah, P.,
The Trade-off Between Privacy And Geographic Data Resolution. A Case Of
GPS Trajectories Combined With The Social Survey Results,
ISPRS16(B2: 535-542).
DOI Link
1610
BibRef
Xu, W.X.[Wan-Xin],
Cheung, S.C.S.[Sen-Ching Samson],
Soares, N.[Neelkamal],
Affect-preserving privacy protection of video,
ICIP15(158-162)
IEEE DOI
1512
Visual privacy protection
BibRef
Bonetto, M.[Margherita],
Korshunov, P.[Pavel],
Ramponi, G.[Giovanni],
Ebrahimi, T.[Touradj],
Privacy in mini-drone based video surveillance,
ICIP15(2464-2469)
IEEE DOI
1512
Mini-drones
BibRef
Nawaz, T.[Tahir],
Ferryman, J.M.[James M.],
An annotation-free method for evaluating privacy protection
techniques in videos,
AVSS15(1-6)
IEEE DOI
1511
Blanking
BibRef
Birnstill, P.[Pascal],
Ren, D.Y.[Dao-Yuan],
Beyerer, J.[Jurgen],
A user study on anonymization techniques for smart video surveillance,
AVSS15(1-6)
IEEE DOI
1511
Color
BibRef
Dai, J.[Ji],
Saghafi, B.[Behrouz],
Wu, Q.M.J.[Q.M. Jonathan],
Konrad, J.[Janusz],
Ishwar, P.[Prakash],
Towards privacy-preserving recognition of human activities,
ICIP15(4238-4242)
IEEE DOI
1512
BibRef
And: A1, A3, A2, A4, A5:
Towards privacy-preserving activity recognition using extremely low
temporal and spatial resolution cameras,
AMFG15(68-76)
IEEE DOI
1510
Action recognition; privacy-preserving; very low resolution.
Avatars
BibRef
Chandramouli, K.,
Fernandez Arguedas, V.,
Izquierdo, E.[Ebroul],
Knowledge modeling for privacy-by-design in smart surveillance
solution,
AVSS13(171-176)
IEEE DOI
1311
ontologies (artificial intelligence)
BibRef
Korshunov, P.,
Ebrahimi, T.,
Using face morphing to protect privacy,
AVSS13(208-213)
IEEE DOI
1311
data privacy
BibRef
Birnstill, P.[Pascal],
Pretschner, A.[Alexander],
Enforcing privacy through usage-controlled video surveillance,
AVSS13(318-323)
IEEE DOI
1311
Cameras
BibRef
O'Gorman, L.[Lawrence],
Video privacy filters with tolerance to segmentation errors for video
conferencing and surveillance,
ICPR12(1835-1838).
WWW Link.
1302
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Cichowski, J.[Janusz],
Czyzewski, A.[Andrzej],
Kostek, B.[Bozena],
Visual Data Encryption for Privacy Enhancement in Surveillance Systems,
ACIVS13(13-24).
Springer DOI
1311
BibRef
Earlier: A1, A2, Only:
Reversible video stream anonymization for video surveillance systems
based on pixels relocation and watermarking,
VS11(1971-1977).
IEEE DOI
1201
BibRef
Kurzdorfer, U.[Udo],
Abstract of PRIMA-S for AVSS-Demo 2011,
AVSBS11(516).
IEEE DOI
1111
AVSS2011 demo session
Privacy in surveillance videos for public areas.
BibRef
Vagts, H.,
Bauer, A.,
Privacy-Aware Object Representation for Surveillance Systems,
AVSS10(601-608).
IEEE DOI
1009
BibRef
Moskovich, B.[Boaz],
Osadchy, M.[Margarita],
Illumination invariant representation for privacy preserving face
identification,
Biometrics10(154-161).
IEEE DOI
1006
BibRef
Upmanyu, M.[Maneesh],
Namboodiri, A.M.[Anoop M.],
Srinathan, K.[Kannan],
Jawahar, C.V.,
Efficient privacy preserving video surveillance,
ICCV09(1639-1646).
IEEE DOI
0909
BibRef
Qureshi, F.Z.[Faisal Z.],
Object-Video Streams for Preserving Privacy in Video Surveillance,
AVSBS09(442-447).
IEEE DOI
0909
BibRef
Frome, A.[Andrea],
Cheung, G.[German],
Abdulkader, A.[Ahmad],
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License Plate Recognition. Automatically detect and blur faces and license plates.
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Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
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