Nevrez Imamoglu

Orcid: 0000-0002-2661-599X

According to our database1, Nevrez Imamoglu authored at least 54 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Hyperspectral image denoising via self-modulating convolutional neural networks.
Signal Process., January, 2024

2023
Attention-Guided Lidar Segmentation and Odometry Using Image-to-Point Cloud Saliency Transfer.
CoRR, 2023

Spherical Vision Transformer for 360-degree Video Saliency Prediction.
CoRR, 2023

ST360IQ: No-Reference Omnidirectional Image Quality Assessment With Spherical Vision Transformers.
Proceedings of the IEEE International Conference on Acoustics, 2023

REC-NN: A reconstruction error compensation neural network for Magnetic Resonance Electrical Property Tomography (MREPT).
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Spherical Vision Transformer for 360° Video Saliency Prediction.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Physics-Coupled Neural Network Magnetic Resonance Electrical Property Tomography (MREPT) for Conductivity Reconstruction.
IEEE Trans. Image Process., 2022

SalFBNet: Learning pseudo-saliency distribution via feedback convolutional networks.
Image Vis. Comput., 2022

MMSNet: Multi-modal scene recognition using multi-scale encoded features.
Image Vis. Comput., 2022

When CNNs meet random RNNs: Towards multi-level analysis for RGB-D object and scene recognition.
Comput. Vis. Image Underst., 2022

RGB-D SLAM Using Attention Guided Frame Association.
CoRR, 2022

SalLiDAR: Saliency Knowledge Transfer Learning for 3D Point Cloud Understanding.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Delivery of omnidirectional video using saliency prediction and optimal bitrate allocation.
Signal Image Video Process., 2021

FBNet: FeedBack-Recursive CNN for Saliency Detection.
Proceedings of the 17th International Conference on Machine Vision and Applications, 2021

Leveraging Frequency Based Salient Spatial Sound Localization to Improve 360° Video Saliency Prediction.
Proceedings of the 17th International Conference on Machine Vision and Applications, 2021

FBR-CNN: A Feedback Recurrent Network for Video Saliency Detection.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

2020
Canopy Averaged Chlorophyll Content Prediction of Pear Trees Using Convolutional Autoencoder on Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Evaluation of neural networks with data quantization in low power consumption devices.
Proceedings of the 11th IEEE Latin American Symposium on Circuits & Systems, 2020

Verifying Rapid Increasing of Mega-Solar PV Power Plants in Japan by Applying a CNN-Based Classification Method to Satellite Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Video saliency detection by gestalt theory.
Pattern Recognit., 2019

Salient object detection on hyperspectral images using features learned from unsupervised segmentation task.
CoRR, 2019

Deep Learning Model for Water/Ice/Land Classification Using Large-Scale Medium Resolution Satellite Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Salient Object Detection on Hyperspectral Images Using Features Learned from Unsupervised Segmentation Task.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
A novel superpixel-based saliency detection model for 360-degree images.
Signal Process. Image Commun., 2018

An integration of bottom-up and top-down salient cues on RGB-D data: saliency from objectness versus non-objectness.
Signal Image Video Process., 2018

Investigation on Perceptron Learning for Water Region Estimation Using Large-Scale Multispectral Images.
Sensors, 2018

Automated Attitude Determination for Pushbroom Sensors Based on Robust Image Matching.
Remote. Sens., 2018

An Integration of Bottom-up and Top-Down Salient Cues on RGB-D Data: Saliency from Objectness vs. Non-Objectness.
CoRR, 2018

Hyperspectral Image Dataset for Benchmarking on Salient Object Detection.
Proceedings of the Tenth International Conference on Quality of Multimedia Experience, 2018

Light Filed Image Quality Assessment by Local and Global Features of Epipolar Plane Image.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

2017
Satellite Attitude Determination and Map Projection Based on Robust Image Matching.
Remote. Sens., 2017

Saliency Detection by Forward and Backward Cues in Deep-CNNs.
CoRR, 2017

Saliency Fusion in Eigenvector Space with Multi-Channel Pulse Coupled Neural Network.
CoRR, 2017

Solar Power Plant Detection on Multi-Spectral Satellite Imagery using Convolutional Neural Networks with Feedback Model and m-PCNN Fusion.
CoRR, 2017

Turning a two-dimensional image sensor to an attitude sensor: Image matching for determining satellite attitudes.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Saliency detection by forward and backward cues in deep-CNN.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Solar Power Plant Detection on Multi-Spectral Satellite Imagery using Weakly-Supervised CNN with Feedback Features and m-PCNN Fusion.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Evaluation of a Home Biomonitoring Autonomous Mobile Robot.
Comput. Intell. Neurosci., 2016

Active Sensing for Human Activity Recognition by a Home Bio-monitoring Robot in a Home Living Environment.
Proceedings of the Intelligent Autonomous Systems 14, 2016

2015
Spatial Visual Attention for Novelty Detection: A Space-based Saliency Model in 3D Using Spatial Memory.
IPSJ Trans. Comput. Vis. Appl., 2015

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, 2015

2014
Modeling bimanual coordination using back propagation neural network and radial basis function network.
Proceedings of the 2014 IEEE International Conference on Robotics and Biomimetics, 2014

Ultrasound imaging and semi-automatic analysis of active muscle features in electrical stimulation by optical flow.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
A Saliency Detection Model Using Low-Level Features Based on Wavelet Transform.
IEEE Trans. Multim., 2013

Control Strategies and Particle Filter for RGB-D Based Human Subject Tracking and Behavior Recognition by a Bio-monitoring Mobile Robot.
Proceedings of the Intelligent Robotics and Applications - 6th International Conference, 2013

2D mel-cepstrum based saliency detection.
Proceedings of the IEEE International Conference on Image Processing, 2013

An Improved Saliency for RGB-D Visual Tracking and Control Strategies for a Bio-monitoring Mobile Robot.
Proceedings of the Evaluating AAL Systems Through Competitive Benchmarking, 2013

Human body contour data based activity recognition.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Autonomous quadrotor flight with vision-based obstacle avoidance in virtual environment.
Expert Syst. Appl., 2012

Human Behavior Recognition by a Bio-monitoring Mobile Robot.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

Human Behavior Recognition by a Mobile Robot Following Human Subjects.
Proceedings of the Evaluating AAL Systems Through Competitive Benchmarking, 2012

2011
Visual attention model for target search in cluttered scene.
Proceedings of the IEEE 10th Image, 2011

2010
Adaptive fuzzy weighted template matching using invariant features for a tracking application.
Proceedings of the 10th IFAC International Workshop on the Adaptation and Learning in Control and Signal Processing, 2010

2009
Motion detection and tracking of classified objects with intelligent systems.
Proceedings of the 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing, 2009


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