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Employment (6)

National Institute of Advanced Industrial Science and Technology: Tokyo, JP

2016-04 to present | Researcher (Artificial Intelligence Research Centre)
Employment
Source: Self-asserted source
Nevrez İmamoğlu

RIKEN Brain Science Institute: Wako, Saitama, JP

2015-09 to 2016-03 | JSPS Foreign Postdoctoral Fellow
Employment
Source: Self-asserted source
Nevrez İmamoğlu

RIKEN Brain Science Institute: Wako, Saitama, JP

2015-04 to 2015-09 | Research Scientist
Employment
Source: Self-asserted source
Nevrez İmamoğlu

Nanyang Technological University: Singapore, SG

2010-08 to 2011-08 | Research Associate (School of Computer Engineering)
Employment
Source: Self-asserted source
Nevrez İmamoğlu

TOBB University of Economics and Technology: Ankara, Ankara, TR

2007-09 to 2010-06 | Teaching / Project Assistant (Electrical and Electronics Engineering)
Employment
Source: Self-asserted source
Nevrez İmamoğlu

ARF Information Technologies: Ankara, Ankara, TR

2007-11 to 2008-05 | Java Developer (part-time)
Employment
Source: Self-asserted source
Nevrez İmamoğlu

Education and qualifications (4)

Chiba University: Chiba-shi, Chiba, JP

2012-04 to 2015-03 | Ph.D. (Medical System Engineering)
Education
Source: Self-asserted source
Nevrez İmamoğlu

TOBB University of Economics and Techology: Ankara, Ankara, TR

2007-09 to 2010-06 | M.S. (Electrical and Electronics Engineering)
Education
Source: Self-asserted source
Nevrez İmamoğlu

Cankaya University: Ankara, Ankara, TR

2004-09 to 2007-06 | B.S. (double major) (Electronic and Communication Engineering)
Education
Source: Self-asserted source
Nevrez İmamoğlu

Cankaya University: Ankara, Ankara, TR

2003-09 to 2007-06 | B.S. (Computer Engineering)
Education
Source: Self-asserted source
Nevrez İmamoğlu

Works (50 of 54)

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Page 1 of 2

Hyperspectral image denoising via self-modulating convolutional neural networks

Signal Processing
2024-01 | Journal article
Part of ISSN: 0165-1684
Contributors: Orhan Torun; Seniha Esen Yuksel; Erkut Erdem; Nevrez Imamoglu; Aykut Erdem
Source: Self-asserted source
Nevrez İmamoğlu

ST360IQ: No-Reference Omnidirectional Image Quality Assessment With Spherical Vision Transformers

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2023-06-04 | Conference paper
Contributors: Nafiseh Jabbari Tofighi; Mohamed Hedi Elfkir; Nevrez Imamoglu; Cagri Ozcinar; Erkut Erdem; Aykut Erdem
Source: Self-asserted source
Nevrez İmamoğlu

Physics-Coupled Neural Network Magnetic Resonance Electrical Property Tomography (MREPT) for Conductivity Reconstruction

IEEE Transactions on Image Processing
2022 | Journal article
Contributors: Adan Jafet Garcia Inda; Shao Ying Huang; Nevrez Imamoglu; Wenwei Yu
Source: check_circle
Crossref

Physics Informed Neural Networks (PINN) for Low Snr Magnetic Resonance Electrical Properties Tomography (MREPT)

Diagnostics
2022-10-29 | Journal article
Contributors: Adan Jafet Garcia Inda; Shao Ying Huang; Nevrez İmamoğlu; Ruian Qin; Tianyi Yang; Tiao Chen; Zilong Yuan; Wenwei Yu
Source: check_circle
Crossref

MMSNet: Multi-modal scene recognition using multi-scale encoded features

Image and Vision Computing
2022-06 | Journal article
Part of ISSN: 0262-8856
Contributors: Ali Caglayan; Nevrez Imamoglu; Ryosuke Nakamura
Source: Self-asserted source
Nevrez İmamoğlu

SalFBNet: Learning pseudo-saliency distribution via feedback convolutional networks

Image and Vision Computing
2022-04 | Journal article
Part of ISSN: 0262-8856
Contributors: Guanqun Ding; Nevrez İmamoğlu; Ali Caglayan; Masahiro Murakawa; Ryosuke Nakamura
Source: Self-asserted source
Nevrez İmamoğlu

When CNNs meet random RNNs: Towards multi-level analysis for RGB-D object and scene recognition

Computer Vision and Image Understanding
2022-03 | Journal article
Contributors: Ali Caglayan; Nevrez Imamoglu; Ahmet Burak Can; Ryosuke Nakamura
Source: check_circle
Crossref

FBR-CNN: A Feedback Recurrent Network for Video Saliency Detection

2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP)
2021-10-25 | Conference paper
Contributors: Guanqun Ding; Nevrez Imamoglu; Ali Caglayan; Masahiro Murakawa; Ryosuke Nakamura
Source: Self-asserted source
Nevrez İmamoğlu

Leveraging Frequency Based Salient Spatial Sound Localization to Improve 360° Video Saliency Prediction

2021 17th International Conference on Machine Vision and Applications (MVA)
2021-07-25 | Conference paper
Contributors: Mert Cokelek; Nevrez Imamoglu; Cagri Ozcinar; Erkut Erdem; Aykut Erdem
Source: Self-asserted source
Nevrez İmamoğlu

Delivery of omnidirectional video using saliency prediction and optimal bitrate allocation

Signal, Image and Video Processing
2021-04 | Journal article
Part of ISSN: 1863-1703
Part of ISSN: 1863-1711
Contributors: Cagri Ozcinar; Nevrez İmamoğlu; Weimin Wang; Aljosa Smolic
Source: Self-asserted source
Nevrez İmamoğlu

Canopy Averaged Chlorophyll Content Prediction of Pear Trees Using Convolutional Autoencoder on Hyperspectral Data

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2020 | Journal article
Contributors: Subir Paul; Vinayaraj Poliyapram; Nevrez Imamoglu; Kuniaki Uto; Ryosuke Nakamura; D. Nagesh Kumar
Source: check_circle
Crossref

Machine-learning-enhanced stabilized cr-MREPT for noise-robust and artifact-reduced electrical properties reconstruction

2020 IEEE International Conference on Computational Electromagnetics (ICCEM)
2020-08 | Conference paper
Contributors: Adan Garcia; Shao Ying Huang; Nevrez Imamoglu; Wenwei Yu
Source: Self-asserted source
Nevrez İmamoğlu

Evaluation of neural networks with data quantization in low power consumption devices

2020 IEEE 11th Latin American Symposium on Circuits & Systems (LASCAS)
2020-02 | Conference paper
Contributors: Lenin Torres-Valverde; Nevrez Imamoglu; Antonio Gonzalez-Torres; Toru Kouyama; Atsunori Kanemura
Source: Self-asserted source
Nevrez İmamoğlu

Video saliency detection by gestalt theory

Pattern Recognition
2019-12 | Journal article
Contributors: Yuming Fang; Xiaoqiang Zhang; Feiniu Yuan; Nevrez Imamoglu; Haiwen Liu
Source: check_circle
Crossref

A novel superpixel-based saliency detection model for 360-degree images

Signal Processing: Image Communication
2018 | Journal article
Source: Self-asserted source
Nevrez İmamoğlu

Exploring Recurrent and Feedback CNNs for Multi-Spectral Satellite Image Classification

Procedia Computer Science
2018 | Journal article
Source: Self-asserted source
Nevrez İmamoğlu

Hyperspectral Image Dataset for Benchmarking on Salient Object Detection

10th Quality of Multimedia Experience (QoMEX 2018)
2018 | Conference paper
Source: Self-asserted source
Nevrez İmamoğlu

Light Filed Image Quality Assessment by Local and Global Features of Epipolar Plane Image

2018 IEEE Fourth International Conference on Multimedia Big Data (BigMM)
2018 | Conference paper
Source: Self-asserted source
Nevrez İmamoğlu

Saliency detection by forward and backward cues in deep-CNN

Proceedings - International Conference on Image Processing, ICIP
2018 | Conference paper
EID:

2-s2.0-85045319055

Contributors: Imamoglu, N.; Zhang, C.; Shmoda, W.; Fang, Y.; Shi, B.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier
grade
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Investigation on Perceptron Learning for Water Region Estimation Using Large-Scale Multispectral Images

Sensors
2018-12-07 | Journal article
Contributors: Poliyapram Vinayaraj; Nevrez Imamoglu; Ryosuke Nakamura; Atsushi Oda
Source: check_circle
Crossref
grade
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Automated Attitude Determination for Pushbroom Sensors Based on Robust Image Matching

Remote Sensing
2018-10-13 | Journal article
Contributors: Ryu Sugimoto; Toru Kouyama; Atsunori Kanemura; Soushi Kato; Nevrez Imamoglu; Ryosuke Nakamura
Source: check_circle
Crossref
grade
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An integration of bottom-up and top-down salient cues on RGB-D data: saliency from objectness versus non-objectness

Signal, Image and Video Processing
2018-02-20 | Journal article
Contributors: Nevrez Imamoglu; Wataru Shimoda; Chi Zhang; Yuming Fang; Asako Kanezaki; Keiji Yanai; Yoshifumi Nishida
Source: check_circle
Crossref

Active sensing for human activity recognition by a home bio-monitoring robot in a home living environment

Advances in Intelligent Systems and Computing
2017 | Book
EID:

2-s2.0-85013036493

Contributors: Nakahata, K.; Dorronzoro, E.; Imamoglu, N.; Sekine, M.; Kita, K.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier
grade
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Saliency Fusion in Eigenvector Space with Multi-Channel Pulse Coupled Neural Network

arXiv preprint arXiv:1703.00160
2017 | Journal article
Source: Self-asserted source
Nevrez İmamoğlu
grade
Preferred source (of 2)‎

Solar Power Plant Detection on Multi-Spectral Satellite Imagery using Weakly-Supervised CNN with Feedback Features and m-PCNN Fusion

arXiv preprint arXiv:1704.06410
2017 | Journal article
Source: Self-asserted source
Nevrez İmamoğlu
grade
Preferred source (of 2)‎

Turning a two-dimensional image sensor to an attitude sensor: Image matching for determining satellite attitudes

International Geoscience and Remote Sensing Symposium (IGARSS)
2017 | Conference paper
EID:

2-s2.0-85041814918

Contributors: Kanemura, A.; Kouyama, T.; Kato, S.; Imamoglu, N.; Fukuhara, T.; Nakamura, R.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier
grade
Preferred source (of 2)‎

Satellite Attitude Determination and Map Projection Based on Robust Image Matching

Remote Sensing
2017-01-20 | Journal article
Contributors: Toru Kouyama; Atsunori Kanemura; Soushi Kato; Nevrez Imamoglu; Tetsuya Fukuhara; Ryosuke Nakamura
Source: check_circle
Crossref

Evaluation of a home biomonitoring autonomous mobile robot

Computational Intelligence and Neuroscience
2016 | Journal article
EID:

2-s2.0-84973444515

Contributors: Dorronzoro Zubiete, E.; Nakahata, K.; Imamoglu, N.; Sekine, M.; Sun, G.; Gomez, I.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier

A novel unmanned aerial surveillance scheme

Proceedings - 2014 International Conference on Mechatronics and Control, ICMC 2014
2015 | Conference paper
EID:

2-s2.0-84953714576

Contributors: Imamoglu, N.; Efe, M.O.; Eresen, A.; Kaynak, O.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier
grade
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Spatial visual attention for novelty detection: A space-based saliency model in 3D using spatial memory

IPSJ Transactions on Computer Vision and Applications
2015 | Journal article
EID:

2-s2.0-84930028578

Contributors: Imamoglu, N.; Dorronzoro, E.; Sekine, M.; Kita, K.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier

Unsupervised muscle region extraction by fuzzy decision based saliency feature integration on thigh MRI for 3D modeling

Proceedings of the 14th IAPR International Conference on Machine Vision Applications, MVA 2015
2015 | Conference paper
EID:

2-s2.0-84941218208

Contributors: Imamoglu, N.; Gomez-Tames, J.; He, S.; Gu, D.-Y.; Kita, K.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier
grade
Preferred source (of 2)‎

Development of robust behaviour recognition for an at-home biomonitoring robot with assistance of subject localization and enhanced visual tracking

Scientific World Journal
2014 | Journal article
EID:

2-s2.0-84920516994

Contributors: Imamoglu, N.; Dorronzoro, E.; Wei, Z.; Shi, H.; Sekine, M.; González, J.; Gu, D.; Chen, W.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier

Modeling bimanual coordination using back propagation neural network and radial basis function network

2014 IEEE International Conference on Robotics and Biomimetics, IEEE ROBIO 2014
2014 | Conference paper
EID:

2-s2.0-84949926356

Contributors: Mahira, T.; Imamoglu, N.; Gómez-Tames, J.; Kita, K.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier
grade
Preferred source (of 2)‎

Pulse-coupled neural network segmentation and bottom-up saliency-on feature extraction for thigh magnetic resonance imaging based 3D model construction

Journal of Medical Imaging and Health Informatics
2014 | Journal article
EID:

2-s2.0-84896993463

Contributors: Imamoglu, N.; Gomez-Tames, J.; Gonzalez, J.; Gu, D.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier

Ultrasound imaging and semi-automatic analysis of active muscle features in electrical stimulation by optical flow

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014
2014 | Conference paper
EID:

2-s2.0-84929456994

Contributors: Kawamoto, S.; Imamoglu, N.; Gomez-Tames, J.D.; Kita, K.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier
grade
Preferred source (of 2)‎

Vital-CUBE: A non-contact vital sign monitoring system using medical radar for ubiquitous home healthcare

Journal of Medical Imaging and Health Informatics
2014 | Journal article
EID:

2-s2.0-84911386341

Contributors: Sun, G.; Gotoh, S.; Zhao, Z.; Kim, S.; Suzuki, S.; Imamoglu, N.; Yu, W.; Matsui, T.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier

Top-down Spatial Attention for Visual Search: Novelty Detection-Tracking Using Spatial Memory with a Mobile Robot

Advances in Image and Video Processing
2014-10 | Journal article
Part of ISSN: 2054-7412
Contributors: Nevrez Imamoglu; Enrique Dorronzoro; Masashi Sekine; Kahori Kita; Wenwei Yu
Source: Self-asserted source
Nevrez İmamoğlu via Crossref Metadata Search

2D mel-cepstrum based saliency detection

2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings
2013 | Conference paper
EID:

2-s2.0-84897743428

Contributors: Imamoǧlu, N.; Fang, Y.; Yu, W.; Lin, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier
grade
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A saliency detection model using low-level features based on wavelet transform

IEEE Transactions on Multimedia
2013 | Journal article
EID:

2-s2.0-84871369459

Contributors: Imamoǧlu, N.; Lin, W.; Fang, Y.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier
grade
Preferred source (of 4)‎

Control Strategies and Particle Filter for RGB-D Based Human Subject Tracking and Behavior Recognition by a Bio-monitoring Mobile Robot

Intelligent Robotics and Applications
2013 | Other
Part of ISBN: 9783642408519
Part of ISSN: 0302-9743
Contributors: Nevrez Imamoglu; Myagmarbayar Nergui; Yuki Yoshida; Jose Gonzalez; Wenwei Yu
Source: Self-asserted source
Nevrez İmamoğlu via Crossref Metadata Search
grade
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Human activity recognition using body contour parameters extracted from depth images

Journal of Medical Imaging and Health Informatics
2013 | Journal article
EID:

2-s2.0-84881262544

Contributors: Nergui, M.; Yoshida, Y.; Imamoglu, N.; Gonzalez, J.; Otake, M.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier

Human behavior recognition by a mobile robot following human subjects

Communications in Computer and Information Science
2013 | Book
EID:

2-s2.0-84875665254

Contributors: Nergui, M.; Imamoglu, N.; Yoshida, Y.; Gonzalez, J.; Sekine, M.; Kawamura, K.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier

Human body contour data based activity recognition

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2013 | Conference paper
EID:

2-s2.0-84886476991

Contributors: Myagmarbayar, N.; Yuki, Y.; Imamoglu, N.; Gonzalez, J.; Otake, M.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier
grade
Preferred source (of 2)‎

Human motion tracking and recognition using HMM by a mobile robot

International Journal of Intelligent Unmanned Systems
2013 | Journal article
EID:

2-s2.0-84886630975

Contributors: Nergui, M.; Yoshida, Y.; Imamoglu, N.; Gonzalez, J.; Sekine, M.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier

Salient Region Detection and Analysis Based on the Weighted Band-Pass Features

Journal of Software Engineering and Applications
2013 | Journal article
Part of ISSN: 1945-3116
Contributors: Nevrez İmamoğlu; Jose Gomez-Tames; Wenwei Yu
Source: Self-asserted source
Nevrez İmamoğlu via Crossref Metadata Search

Autonomous quadrotor flight with vision-based obstacle avoidance in virtual environment

Expert Systems with Applications
2012 | Journal article
EID:

2-s2.0-81855208950

Contributors: Eresen, A.; Imamoǧlu, N.; Önder Efe, M.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier

Human behavior recognition by a bio-monitoring mobile robot

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | Book
EID:

2-s2.0-84892900446

Contributors: Nergui, M.; Yoshida, Y.; Imamoglu, N.; Gonzalez, J.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier

Human gait behavior classification using hmm based on lower body triangular joint features

Proceedings of the IASTED International Conference on Signal and Image Processing, SIP 2012
2012 | Conference paper
EID:

2-s2.0-84875668978

Contributors: Nergui, M.; Imamoglu, N.; Yoshida, Y.; Yu, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier
grade
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Hierarchical rule-based neural network for multi-object classification using invariant features

INISTA 2011 - 2011 International Symposium on INnovations in Intelligent SysTems and Applications
2011 | Conference paper
EID:

2-s2.0-79961198605

Contributors: Imamoǧlu, N.; Eresen, A.; Özbayoǧlu, A.M.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier

Visual attention model for target search in cluttered scene

2011 IEEE 10th IVMSP Workshop: Perception and Visual Signal Analysis, IVMSP 2011 - Proceedings
2011 | Conference paper
EID:

2-s2.0-80052302445

Contributors: Imamoǧlu, N.; Lin, W.
Source: Self-asserted source
Nevrez İmamoğlu via Scopus - Elsevier
grade
Preferred source (of 2)‎
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