B. Ugur Töreyin

CoRR, 2024

Novel Neural Style Transfer based data synthesis method for phase-contrast wound healing assay images.

[BibT_eX]

[DOI]

Yusuf Sait Erdem

Leonardo Obinna Iheme

Biomed. Signal Process. Control., 2024

Deep Convolutional Neural Network Based Antenna Scan Type Classification using Power-Time Images.

[BibT_eX]

[DOI]

Mustafa Talha Bayram

Halim Sinan Balaban

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Generated Compressed Domain Images to the Rescue: Cross Distillation from Compressed Domain to Pixel Domain.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

HaLViT: Half of the Weights are Enough.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Guest Editorial on the Special Issue on the Role of Fuzzy Systems on Biomedical Science in Healthcare.

[BibT_eX]

[DOI]

Davide Moroni

Maria Trocan

Comput. Intell., December, 2023

Direct pore-based identification for fingerprint matching process.

[BibT_eX]

[DOI]

Turkish J. Electr. Eng. Comput. Sci., September, 2023

Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, April, 2023

PURSUhInT: In Search of Informative Hint Points Based on Layer Clustering for Knowledge Distillation.

[BibT_eX]

[DOI]

Aydin Ayanzadeh

Omid Abdollahi Aghdam

Çaglar Kilcioglu

Nazim Kemal Ure

Expert Syst. Appl., March, 2023

Vehicle Detection and Classification without Residual Calculation: Accelerating HEVC Image Decoding with Random Perturbation Injection.

[BibT_eX]

[DOI]

CoRR, 2023

Test Automation for Symbol Recognition on the Map.

[BibT_eX]

[DOI]

Fatmanur Turhan

Levent Çarkacioglu

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Third Level Identification with Hyperspectral Imaging in Fingerprints.

[BibT_eX]

[DOI]

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Averager Student: Distillation from Undistillable Teacher.

[BibT_eX]

[DOI]

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Sievenet: An Efficient Model Utilizing H.265 Codec Structure for Video Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

CD-LP: Compressed Domain License Plate Detection Database.

[BibT_eX]

[DOI]

Dataset, May, 2022

Focus-and-Detect: A small object detection framework for aerial images.

[BibT_eX]

[DOI]

Ibrahim Batuhan Akkaya

Signal Process. Image Commun., 2022

Twitter Referral Behaviours on News Consumption with Ensemble Clustering of Click-Stream Data in Turkish Media.

[BibT_eX]

[DOI]

Didem Makaroglu

Altan Cakir

CoRR, 2022

Neural Machine Translation Approaches for Post-OCR Text Processing.

[BibT_eX]

[DOI]

Ayse Irem Topçu

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

2021

Iterative Enhanced Multivariance Products Representation for Effective Compression of Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2021

Improved cell segmentation using deep learning in label-free optical microscopy images.

[BibT_eX]

[DOI]

Turkish J. Electr. Eng. Comput. Sci., 2021

Representation Learning using Graph Autoencoders with Residual Connections.

[BibT_eX]

[DOI]

CoRR, 2021

Automated scoring of CerbB2/HER2 receptors using histogram based analysis of immunohistochemistry breast cancer tissue images.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2021

Vehicle License Plate Detector in Compressed Domain.

[BibT_eX]

[DOI]

IEEE Access, 2021

Anomaly Detection In Compressed Video.

[BibT_eX]

[DOI]

Sümeyye Çavas

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Anomaly Detection on ADS-B Flight Data Using Machine Learning Techniques.

[BibT_eX]

[DOI]

Osman Tasdelen

Levent Çarkacioglu

Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Sparse Progressive Neural Networks for Continual Learning.

[BibT_eX]

[DOI]

Esra Ergün

Proceedings of the Advances in Computational Collective Intelligence, 2021

Bi-RDNet: Performance Enhancement for Remote Sensing Scene Classification with Rotational Duplicate Layers.

[BibT_eX]

[DOI]

Erdem Safa Akkul

Berk Arican

Proceedings of the Advances in Computational Collective Intelligence, 2021

2020

A multi-spectral myelin annotation tool for machine learning based myelin quantification.

[BibT_eX]

[DOI]

F1000Research, 2020

Graph Embedding For Link Prediction Using Residual Variational Graph Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Estimation of Noise Standard Deviation Using an Otsu-Based Approach in Extracellular Neural Recordings.

[BibT_eX]

[DOI]

Kaan Aykut Kabakçi

Murat Okatan

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Continual Learning with Sparse Progressive Neural Networks.

[BibT_eX]

[DOI]

Esra Ergün

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Deep Learning based Segmentation Pipeline for Label-Free Phase-Contrast Microscopy Images.

[BibT_eX]

[DOI]

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Deep Learning-Based Fish Detection in Turbid Underwater Images.

[BibT_eX]

[DOI]

Tansel Akgül

Nurullah Çalik

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Deep Convolutional Generative Adversarial Networks for Flame Detection in Video.

[BibT_eX]

[DOI]

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

2019

Deep Convolutional Generative Adversarial Networks Based Flame Detection in Video.

[BibT_eX]

[DOI]

CoRR, 2019

Metaphase finding with deep convolutional neural networks.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2019

Vehicle License Plate Detection Using Only Block Partitioning Structure of the High Efficiency Video Coding (HEVC).

[BibT_eX]

[DOI]

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

Autoencoder Based Dimensionality Reduction of Feature Vectors for Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Fire Detection in H.264 Compressed Video.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Early Wildfire Smoke Detection Based on Motion-based Geometric Image Transformation and Deep Convolutional Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Tridiagonal Folmat Enhanced Multivariance Products Representation Based Hyperspectral Data Compression.

[BibT_eX]

[DOI]

Zeynep Gundogar

Metin Demiralp

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

A Whole Slide Image Grading Benchmark and Tissue Classification for Cervical Cancer Precursor Lesions with Inter-Observer Variability.

[BibT_eX]

[DOI]

CoRR, 2018

A deep learning and RSSI based approach for indoor positioning.

[BibT_eX]

[DOI]

Kamuran Dogus Yuksel

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Soil moisture estimation with inverse distance weighting for home agriculture applications.

[BibT_eX]

[DOI]

Hilal Turk

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Anomaly detection in hyperspectral data with matrix decomposition.

[BibT_eX]

[DOI]

Fatma Küçük

Fatih Vehbi Çelebi

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Salient region detection and sparse representation based super-resolution approach for chromosome images.

[BibT_eX]

[DOI]

Omer Berk

Abdulkerim Çapar

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Landing page component classification with convolutional neural networks for online advertising.

[BibT_eX]

[DOI]

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Image Analysis Based Fish Tail Beat Frequency Estimation for Fishway Efficiency.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

DeepMQ: A Deep Learning Approach Based Myelin Quantification in Microscopic Fluorescence Images.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Adaptive decision fusion based framework for short-term wind speed and turbulence intensity forecasting: case study for North West of Turkey.

[BibT_eX]

[DOI]

Çigdem Dinçkal

Serhat Küçükali

Turkish J. Electr. Eng. Comput. Sci., 2017

A deep learning based approach for classification of CerbB2 tumor cells in breast cancer.

[BibT_eX]

[DOI]

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

A sub-pixel resolution method for chromosome band profile extraction.

[BibT_eX]

[DOI]

Yaser Moazzen

Abdulkerim Çapar

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Segmentation of precursor lesions in cervical cancer using convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Vehicle Logo Recognition with Reduced-Dimension SIFT Vectors Using Autoencoders.

[BibT_eX]

[DOI]

Esra Ergün

Proceedings of the IWCIM 2017, 2017

2016

Joint parameter and state estimation of the hemodynamic model by iterative extended Kalman smoother.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2016

Lossy compression of hyperspectral images by using Enhanced Multivariance Products Representation (EMPR) method.

[BibT_eX]

[DOI]

Aleksei Sukhanov

Suha Tuna

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Bearing fault detection method based on statistical analysis and KL distance.

[BibT_eX]

[DOI]

Arda Mollakoy

Emre Yengel

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

A multi-level thresholding based segmentation method for microscopic fluorescence in situ hybridization (FISH) images.

[BibT_eX]

[DOI]

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Sparse coding based compression of spectrally uncorrelated hyperspectral data using Haar wavelet transform.

[BibT_eX]

[DOI]

Julide Gulen Alaydin

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

2015

Sparse coding of hyperspectral imagery using online learning.

[BibT_eX]

[DOI]

Irem Ülkü

Signal Image Video Process., 2015

Evaluation of clustering performance of hyperspectral bands.

[BibT_eX]

[DOI]

Onur Haliloglu

Ufuk Sakarya

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

A two stage template matching algorithm and its İmplementation on FPGA.

[BibT_eX]

[DOI]

Hakan Aktas

Refik Sever

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014

Evaluation of on-board integer wavelet transform based spectral decorrelation schemes for lossless compression of hyperspectral images.

[BibT_eX]

[DOI]

Ozan Yilmaz

Yakup Murat Mert

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Graph-cut-based compression algorithm for compressed-sensed image acquisition.

[BibT_eX]

[DOI]

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2013

Fall detection using single-tree complex wavelet transform.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2013

Video fire detection - Review.

[BibT_eX]

[DOI]

Yusuf Hakan Habiboglu

Steven Verstockt

Digit. Signal Process., 2013

2012

An Online Adaptive Cooperation Scheme for Spectrum Sensing Based on a Second-Order Statistical Method.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2012

Entropy-Functional-Based Online Adaptive Decision Fusion Framework With Application to Wildfire Detection in Video.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Human activity classification using vibration and PIR sensors.

[BibT_eX]

[DOI]

Ahmet Yazar

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Entropy functional based adaptive decision fusion framework.

[BibT_eX]

[DOI]

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Wavelet based flame detection using differential PIR sensors.

[BibT_eX]

[DOI]

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

2011

Online Adaptive Decision Fusion Framework Based on Entropic Projections onto Convex Sets with Application to Wildfire Detection in Video

[BibT_eX]

[DOI]

CoRR, 2011

An Experimental Setup for Performance Analysis of an Online Adaptive Cooperative Spectrum Sensing Scheme for Both In-Phase and Quadrature Branches.

[BibT_eX]

[DOI]

Proceedings of the 74th IEEE Vehicular Technology Conference, 2011

Reconfigurable filter implementation of a matched-filter based spectrum sensor for Cognitive Radio systems.

[BibT_eX]

[DOI]

Amir Hossein Gholamipour

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

An experimental validation of an online adaptive cooperation scheme for spectrum sensing.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Telecommunications, 2011

2010

VOC gas leak detection using Pyro-electric Infrared sensors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Wildfire detection using LMS based active learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Falling Person Detection Using Multi-Sensor Signal Processing.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2008

Volatile organic compound plume detection using wavelet analysis of video.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Flame detection system based on wavelet analysis of PIR sensor signals with an HMM decision mechanism.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Surveillance Using Both Video and Audio.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Processing and Interaction, Audio, Video, Text, 2008

2007

Online Detection of Fire in Video.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Dynamic texture detection, segmentation and analysis.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Flexible test-bed for unusual behavior detection.

[BibT_eX]

[DOI]

Cristian Canton-Ferrer

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006

Computer vision based method for real-time fire and flame detection.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2006

Wavelet based detection of moving tree branches and leaves in video.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Lms Based Adaptive Prediction for Scalable Video Coding.

[BibT_eX]

[DOI]

Maria Trocan

Béatrice Pesquet-Popescu

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Linear and nonlinear temporal prediction employing lifting structures for scalable video coding.

[BibT_eX]

[DOI]

Maria Trocan

Béatrice Pesquet-Popescu

Proceedings of the 14th European Signal Processing Conference, 2006

Contour based smoke detection in video using wavelets.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

Silhouette-Based Method for Object Classification and Human Action Recognition in Video.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision in Human-Computer Interaction, 2006

2005

Moving object detection in wavelet compressed video.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2005

Flame detection in video using hidden Markov models.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

HMM Based Falling Person Detection Using Both Audio and Video.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision in Human-Computer Interaction, 2005

Real-Time Fire and Flame Detection in Video.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Wavelet based real-time smoke detection in video.

[BibT_eX]

[DOI]