Ali Can Karaca

According to our database, Ali Can Karaca authored at least 33 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The exploration of the transfer learning technique for Globotruncanita genus against the limited low-cost light microscope images.

Ilyas Ozer, Ali Can Karaca, Caner Kaya Ozer, Kutlucan Gorur, Ismail Kocak, Onursal Cetin

Signal Image Video Process., September, 2024

DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine.

Parisa Salmanian, Angelos Chatzimparmpas, Ali Can Karaca, Rafael Messias Martins

CoRR, 2024

2023

Species-level microfossil identification for globotruncana genus using hybrid deep learning algorithms from the scratch via a low-cost light microscope imaging.

Ilyas Ozer, Caner Kaya Ozer, Ali Can Karaca, Kutlucan Gorur, Ismail Kocak, Onursal Cetin

Multim. Tools Appl., April, 2023

2022

Music Recommendation System based on Emotion, Age and Ethnicity.

Ramiz Mammadli, Huma Bilgin, Ali Can Karaca

CoRR, 2022

2021

Domain Transform Filter and Spatial-Aware Collaborative Representation for Hyperspectral Image Classification Using Few Labeled Samples.

Ali Can Karaca

IEEE Geosci. Remote. Sens. Lett., 2021

MultiTempGAN: Multitemporal multispectral image compression framework using generative adversarial networks.

Ali Can Karaca, Ozan Kara, Mehmet Kemal Güllü

J. Vis. Commun. Image Represent., 2021

Efficient Resolution Enhancement of JPEG2000 Compressed Multispectral Images Using Deep Super-resolution Methods.

Ali Can Karaca, Ibrahim Uçurmak, Mehmet Kemal Güllü

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2021

2020

Reduction of JPEG2000 Compression Artifacts using Very Deep Super Resolution Approach for Multitemporal Multispectral Images.

Ozan Kara, Ibrahim Uçurmak, Ali Can Karaca, M. Kemal Güllü

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

2019

Hiperspektral görüntülerin kayıpsız sıkıştırılması için tahmin temelli yaklaşımlar (Prediction based approaches for lossless compression of hyperspectral images)

Ali Can Karaca

PhD thesis, 2019

Superpixel based recursive least-squares method for lossless compression of hyperspectral images.

Ali Can Karaca, Mehmet Kemal Güllü

Multidimens. Syst. Signal Process., 2019

Turkish Sign Language Recognition Using Kinect Skeleton and Convolutional Neural Network.

Berkan Unutmaz, Ali Can Karaca, M. Kemal Güllü

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

Compression of Hyperspectral Images Using Superpixel Based and Error-Corrected Sparse Representation.

Adem Ertem, Ali Can Karaca, M. Kemal Güllü

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

2018

Prediction and compression of multi-temporal hyperspectral images using luminance transform.

Ali Can Karaca, M. Kemal Güllü

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

Effects of hyperspectral image compression methods on classification.

Mehmetali Danisman, Ali Can Karaca, Ergun Can, Oguzhan Urhan, M. Kemal Güllü

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

Compression of hyperspectral images using adaptive luminance transform.

Ergun Can, Ali Can Karaca, Mehmetali Danisman, Oguzhan Urhan, M. Kemal Güllü

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

A Detailed Performance Analysis of Hyperspectral Image Compression Techniques.

Mehmetali Danisman, Ali Can Karaca, Ergun Can, Oguzhan Urhan, M. Kemal Güllü

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Compression of Hyperspectral Images Using Luminance Transform and 3D-DCT.

Ergun Can, Ali Can Karaca, Mehmetali Danisman, Oguzhan Urhan, M. Kemal Güllü

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Target Preserving Hyperspectral Image Compression Using Weighted PCA and JPEG2000.

Ali Can Karaca, Mehmet Kemal Güllü

Proceedings of the Image and Signal Processing - 8th International Conference, 2018

2017

A fast approach for adaptive conventional recursive least-squares predictor in lossless compression of hyperspectral images.

Ali Can Karaca, Mehmet Kemal Güllü

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

The use of low-bit depth approaches for band ordering in hyperspectral image compression.

Ali Can Karaca, Mehmet Kemal Güllü

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

2016

Ground-Based Panoramic Stereo Hyperspectral Imaging System With Multiband Stereo Matching.

Ali Can Karaca, Alp Ertürk, Mehmet Kemal Güllü, Sarp Ertürk

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Comparison of traditional and recent unsupervised band selection approaches in hyperspectral images.

Ali Can Karaca, Mehmet Kemal Güllü

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

2015

Hybrid change detection approach in hyperspectral images.

Ali Can Karaca, Davut Çesmeci, Alp Ertürk, Sarp Ertürk

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

Local spectral gradient based gas detection in LWIR hyperspectral images.

Davut Çesmeci, Ali Can Karaca, Alp Ertürk, Sarp Ertürk

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

2014

Hyperspectral change detection with stereo disparity information enhancement.

Ali Can Karaca, Davut Çesmeci, Alp Ertürk, M. Kemal Güllü, Sarp Ertürk

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

Design of a hyperspectral imaging spectrometer for visible and near infrared region applications.

Ulas Cirpici, Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Sarp Ertürk

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

Hyperspectral change detection based on Multi-band Census Transform.

Davut Çesmeci, Ali Can Karaca, Alp Ertürk, Mehmet Kemal Güllü, Sarp Ertürk

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

A novel panoramic stereo hyperspectral imaging system.

Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Sarp Ertürk

Proceedings of the 6th International Symposium on Communications, 2014

Hyperspectral change detection by multi-band Census Transform.

Davut Çesmeci, Ali Can Karaca, Alp Ertürk, Mehmet Kemal Güllü, Sarp Ertürk

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Automatic waste sorting using shortwave infrared hyperspectral imaging system.

Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Muharrem Elmas, Sarp Ertürk

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Plastic waste sorting using infrared hyperspectral imaging system.

Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Muharrem Elmas, Sarp Ertürk

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012

Analysis of evidence in forensic documents using hyperspectral imaging system.

Ali Can Karaca, Alp Ertürk, Mehmet Kemal Güllü, Muharrem Elmas, Sarp Ertürk

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

Comparative evaluation of vector machine based hyperspectral classification methods.

Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Sarp Ertürk

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012