Naoko Nitta

Mukogawa Women's University — Japan

Computer Science · Physical Sciences

14h-index789citations132works0.02yr avg
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Research Topics

Video Analysis and Summarization(43), Advanced Image and Video Retrieval Techniques(24), Image Retrieval and Classification Techniques(20), Video Surveillance and Tracking Methods(19), Music and Audio Processing(19)

Publications132 total

An Experimental Consideration on Gait Spoofing
2023· 3 citedOpen Access
When AI Facilitates Trust Violation: An Ethical Report on Deep Model Inversion Privacy Attack
2022· 3 cited
Social IoT Approach to Cyber Defense of a Deep-Learning-Based Recognition System in Front of Media Clones Generated by Model Inversion Attack
IEEE Transactions on Systems Man and Cybernetics Systems·2022· 10 cited
MMArt-ACM 2022: 5th Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia
2022
Spoofing Tweet Generator Considering Points of Interest of Target User
Studies in autonomic, data-driven and industrial computing·2022
Model Inversion Attack by Integration of Deep Generative Models: Privacy-Sensitive Face Generation From a Face Recognition System
IEEE Transactions on Information Forensics and Security·2022· 85 cited
Recognizer Cloning Attack on Image Recognition Services and Its Defending Method
Studies in autonomic, data-driven and industrial computing·2022
Anonymization of Human Gait in Video Based on Silhouette Deformation and Texture Transfer
IEEE Transactions on Information Forensics and Security·2022· 8 citedOpen Access
Model Inversion Attack: Analysis under Gray-box Scenario on Deep Learning based Face Recognition System
KSII Transactions on Internet and Information Systems·2021· 26 citedOpen Access
Semi-supervised temporal image sequence generation conditioned on non-visual sensor signals
IEICE Technical Report; IEICE Tech. Rep.·2021
Fine-Grained Image Recognition using Knowledge Graph base on Similarity between Concepts
IEICE Technical Report; IEICE Tech. Rep.·2021
Discrimination between Real and Cloned Images by Ensemble Learning of GAN Discriminators
IEICE Technical Report; IEICE Tech. Rep.·2021
Semi-Supervised Outdoor Image Generation Conditioned on Weather Signals
2021· 1 cited
Semi-Supervised Temporal Segmentation of Manufacturing Work Video by Automatically Building a Hierarchical Tree of Category Labels
IEEE Access·2021· 2 citedOpen Access
Preventing Fake Information Generation Against Media Clone Attacks
IEICE Transactions on Information and Systems·2020· 4 citedOpen Access
Generation and Detection of Media Clones
IEICE Transactions on Information and Systems·2020· 7 citedOpen Access
Deep Face Recognizer Privacy Attack: Model Inversion Initialization by a Deep Generative Adversarial Data Space Discriminator
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference·2020· 6 cited
Detection of Cloned Recognizers: A Defending Method against Recognizer Cloning Attack
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference·2020
Reproducibility Companion Paper: Visual Sentiment Analysis for Review Images with Item-Oriented and User-Oriented CNN
2020· 2 citedOpen Access
Constructing Geospatial Concept Graphs from Tagged Images for Geo-Aware Fine-Grained Image Recognition
ISPRS International Journal of Geo-Information·2020· 6 citedOpen Access
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Frequent Co-authors

Noboru Babaguchi(46), Kazuaki Nakamura(18), Mahdi Khosravy(9), Yoshimichi Ito(5), Yuki Hirose(4), Xiaoyi Yu(4), Yoshimasa Takahashi(3), Tadahiro Kitahashi(3), Guangzhen Li(3), Yuta Nakashima(3), Kenta Chinomi(2), Neeraj Gupta(2), Nilesh Patel(2), Nilanjan Dey(2), Takumi Takehara(2), Carlos A. Duque(2), Isao Echizen(2), Junichi Yamagishi(2), Kazuhiro Kono(2), Fuming Fang(2)