Gozde Bozdagi Akar

Orcid: 0000-0002-4227-5606

Affiliations:
  • Middle East Technical University


According to our database1, Gozde Bozdagi Akar authored at least 125 papers between 1992 and 2024.

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

Timeline

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Bibliography

2024
Cross-Modal Learning via Adversarial Loss and Covariate Shift for Enhanced Liver Segmentation.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2024

Otomatik Meibomian Bezi ve Göz Kapağı Bölütlemesi.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Longitudinal Mammogram Risk Prediction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

RICOA: Rich Captioning with Object Attributes.
Proceedings of the IEEE International Conference on Consumer Electronics, 2024

2023
Crowd Multi Prediction: Single Network for Crowd Counting, Localization and Anomaly Detection.
Proceedings of the IEEE International Conference on Consumer Electronics, 2023

2022
Automatic Cell Counting From Microchannel Images.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

The Effect of Virtual Reality and Prediction in Visual Field Test.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

2021
CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation.
Medical Image Anal., 2021

Binarized Weight Error Networks With a Transition Regularization Term.
CoRR, 2021

Visible And Infrared Image Fusion Using Encoder-Decoder Network.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
Spectral Unmixing With Multinomial Mixture Kernel and Wasserstein Generative Adversarial Loss.
CoRR, 2020

Cross-Domain Segmentation with Adversarial Loss and Covariate Shift for Biomedical Imaging.
CoRR, 2020

Binarized Weight Networks for Inverse Problems.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Dental X-ray Image Segmentation using Octave Convolution Neural Network.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Exploiting Local Indexing and Deep Feature Confidence Scores for Fast Image-to-Video Search.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2019

Convolutional neural networks analysed via inverse problem theory and sparse representations.
IET Signal Process., 2019

Effect of Visual Context Information for Super Resolution Problems.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

Hyperspectral Data to Relative Lidar Depth: An Inverse Problem for Remote Sensing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
A MAP-Based Approach for Hyperspectral Imagery Super-Resolution.
IEEE Trans. Image Process., 2018

Automatic Liver Segmentation with Adversarial Loss and Convolutional Neural Network.
CoRR, 2018

Improved Deep Spectral Convolution Network For Hyperspectral Unmixing With Multinomial Mixture Kernel and Endmember Uncertainty.
CoRR, 2018

Late Fusion of Local Indexing and Deep Feature Scores for Fast Image-to-Video Search on Large-Scale Databases.
CoRR, 2018

Convolutional Neural Networks Analyzed via Inverse Problem Theory and Sparse Representations.
CoRR, 2018

Image Fusion for Hyperspectral Image Super-Resolution.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

YesilcamGAN: Automatic face translation to Yesilcam artists.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Automatic color accuracy tests for camera performance comparison.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

A comparison of inpainting techniques in image reanimation.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Deep Spectral Convolution Network for Hyperspectral Unmixing.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing.
CoRR, 2017

Comparative analysis of hyperspectral feature extraction methods in vegetation classification.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Noise reduction on hyperspectral imagery using spectral unmixing and class-labels.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Fusion based resolution enhancement in hyperspectral images.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Fast painting animation.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Relaxed Spatio-Temporal Deep Feature Aggregation for Real-Fake Expression Prediction.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016
Driver aggressiveness detection via multisensory data fusion.
EURASIP J. Image Video Process., 2016

Scene nudity level detection with deep nets.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Feasible local content representation for image-in-video search on large-video collection.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

A multimodal approach for aggressive driving detection.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Hyperspectral imagery superresolution.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Sign language recognition by image analysis.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Real-time panoramic background subtraction on GPU.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

A novel adaptive pre screener for ground penetrating radar.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Video content analysis method for audiovisual quality assessment.
Proceedings of the Eighth International Conference on Quality of Multimedia Experience, 2016

Super-resolution Reconstruction of hyperspectral images via an improved MAP-based approach.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Atmospheric Effects Removal for the Infrared Image Sequences.
IEEE Trans. Geosci. Remote. Sens., 2015

A map-based approach to resolution enhancement of hyperspectral images.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Represent, reduce, classify: The essential stages for scene recognition.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

On vehicle aggressive driving behavior detection using visual information.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Content aware audiovisual quality assessment.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Visual and Textual Feature Fusion for Automatic Customs Tariff Classification.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015

Driver aggressiveness detection using visual information from forward camera.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
Texture and edge preserving multiframe super-resolution.
IET Image Process., 2014

Circular target detection algorithm on satellite images based on radial transformation.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

A comparative study on no-reference Video Quality Assessment metrics.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Performance analysis of local indexing methods for video copy detection.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Visual Group Binary Signature for Video Copy Detection.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

A parametric video quality model based on source and network characteristics.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Enhanced spatio-temporal video copy detection by combining trajectory and spatial consistency.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Spatiotemporal No-Reference Video Quality Assessment model on distortions based on encoding.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Real-time Traffic Sign detection and Recognition on FPGA.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Visual image search improved with geometric consistency.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Moving vehicle classification.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Demo paper: Real time 3D video streaming: A mobile approach.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

A spatiotemporal no-reference video quality assessment model.
Proceedings of the IEEE International Conference on Image Processing, 2013

A circle detection approach based on Radon Transform.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Breast segmentation in infrared images.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Real time streaming of 3D video from embedded platforms to mobile devices.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Texture preserving multi frame super resolution with spatially varying image prior.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

An abstraction based reduced reference depth perception metric for 3D video.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Optimized transmission of 3D video over DVB-H channel.
Proceedings of the 2012 IEEE Consumer Communications and Networking Conference (CCNC), 2012

2011
Three-Dimensional Media for Mobile Devices.
Proc. IEEE, 2011

Improved prediction methods for scalable predictive animated mesh compression.
J. Vis. Commun. Image Represent., 2011

Quality evaluation of stereoscopic videos using depth map segmentation.
Proceedings of the Third International Workshop on Quality of Multimedia Experience, 2011

Source and channel coding recipes for mobile 3D television.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

2010
Architectures for multi-threaded MVC-compliant multi-view video decoding and benchmark tests.
Signal Process. Image Commun., 2010

Multiple description coding of animated meshes.
Signal Process. Image Commun., 2010

Multiple description coding of 3D dynamic meshes based on temporal subsampling.
Proceedings of the Visual Information Processing and Communication, 2010

Super-resolution using multiple quantized images.
Proceedings of the International Conference on Image Processing, 2010

Mobile 3D video broadcast.
Proceedings of the International Conference on Image Processing, 2010

Improved prediction for layered predictive animated mesh compression.
Proceedings of the International Conference on Image Processing, 2010

2009
Rate-Distortion Optimization for Stereoscopic Video Streaming with Unequal Error Protection.
EURASIP J. Adv. Signal Process., 2009

Automatic detection of learning styles for an e-learning system.
Comput. Educ., 2009

A study on the effect of MPE-FEC for 3D video broadcasting over DVB-H.
Proceedings of the 5th International Conference on Mobile Multimedia Communications, 2009

Multi-threaded architectures and benchmark tests for real-time multi-view video decoding.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Directionally adaptive super-resolution.
Proceedings of the International Conference on Image Processing, 2009

2008
Hybrid Fault Tolerant Peer to Peer Video Streaming Architecture.
IEICE Trans. Commun., 2008

Distributed 3D dynamic mesh coding.
Proceedings of the International Conference on Image Processing, 2008

2007
Coding Algorithms for 3DTV - A Survey.
IEEE Trans. Circuits Syst. Video Technol., 2007

Transport Methods in 3DTV - A Survey.
IEEE Trans. Circuits Syst. Video Technol., 2007

End-to-end stereoscopic video streaming with content-adaptive rate and format control.
Signal Process. Image Commun., 2007

Wavelet-based multiple description coding of 3-D geometry.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Optimal packet scheduling and rate control for video streaming.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Two-Way/Hybrid Clustering Architecture for Peer to Peer Systems.
Proceedings of the International Conference on Internet and Web Applications and Services (ICIW 2007), 2007

Packet Loss Resilient Transmission of 3D Models.
Proceedings of the International Conference on Image Processing, 2007

2006
A Comparison on Textured Motion Classification.
Proceedings of the Multimedia Content Representation, 2006

Schemes for Multiple Description Coding of Stereoscopic Video.
Proceedings of the Multimedia Content Representation, 2006

End-to-End Stereoscopic Video Streaming System.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

A Multi-View Video Codec Based on H.264.
Proceedings of the International Conference on Image Processing, 2006

Multiple Description Scalar Quantization Based 3D Mesh Coding.
Proceedings of the International Conference on Image Processing, 2006

Temporal and spatial scaling for stereoscopic video compression.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
A simple and effective mechanism for stored video streaming with TCP transport and server-side adaptive frame discard.
Comput. Networks, 2005

Evaluation of disparity map characteristics for stereo image coding.
Proceedings of the 2005 International Conference on Image Processing, 2005

View point tracking for 3D display systems.
Proceedings of the 13th European Signal Processing Conference, 2005

Subjective evaluation of effects of spectral and spatial redundancy reduction on stereo images.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
GAYE: a face recognition system.
Proceedings of the Image Processing: Algorithms and Systems III, 2004

2003

2002
Occluded face recognition based on Gabor wavelets.
Proceedings of the 2002 International Conference on Image Processing, 2002

Impact of scalability in video transmission in promotion-capable differentiated services networks.
Proceedings of the 2002 International Conference on Image Processing, 2002

1999
Fast video segmentation using encoding cost data.
Proceedings of the Storage and Retrieval for Image and Video Databases VII, 1999

Preprocessing tool for compressed video editing.
Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

1997
Motion segmentation by multistage affine classification.
IEEE Trans. Image Process., 1997

Two- versus three-dimensional object-based video compression.
IEEE Trans. Circuits Syst. Video Technol., 1997

Fusion of color and edge information for improved segmentation and edge linking.
Image Vis. Comput., 1997

Feature Based Hierarchical Video Segmentation.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
Digital computation of the fractional Fourier transform.
IEEE Trans. Signal Process., 1996

1995
An adaptive speckle suppression filter for medical ultrasonic imaging.
IEEE Trans. Medical Imaging, 1995

Two-dimensional object-based coding using a content-based mesh and affine motion parameterization.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Simultaneous stereo-motion fusion and 3-D motion tracking.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
An improvement to MBASIC algorithm for 3-D motion and depth estimation.
IEEE Trans. Image Process., 1994

3-D motion estimation and wireframe adaptation including photometric effects for model-based coding of facial image sequences.
IEEE Trans. Circuits Syst. Video Technol., 1994

Simultaneous Motion-Disparity Estimation and Segmentation from Stereo.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Simultaneous 3-D motion estimation and wire-frame model adaptation including photometric effects for knowledge-based video coding.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Enhancement of images corrupted with signal dependent noise: application to ultrasonic imaging.
Proceedings of the Visual Communications and Image Processing '93, 1993

1992
A novel approach to 3-dimensional holographic television display: principles and simulations.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992


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