Ali Can Karaca

38 papers C 6Journal 12Unranked 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
An end-to-end framework for hyperspectral detection of automotive paint anomalies.
Signal Image Video Process.
Enes Ozelbas, Ali Can Karaca, Muharrem Elmas
2025 J jnl
Introducing MOSAIC-SEN2-CC: A Multispectral Dataset and Adaptation Framework for Remote Sensing Change Captioning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Busra Tuzlupinar, Enes Ozelbas, Mehmet Fatih Amasyali, Ali Can Karaca
2025 J jnl
Robust Change Captioning in Remote Sensing: SECOND-CC Dataset and MModalCC Framework.
CoRR
Ali Can Karaca, Enes Ozelbas, Saadettin Berber, Orkhan Karimli, Turabi Yildirim, Mehmet Fatih Amasyali
2025 J jnl
Robust Change Captioning in Remote Sensing: SECOND-CC Dataset and MModalCC Framework.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ali Can Karaca, Enes Ozelbas, Saadettin Berber, Orkhan Karimli, Turabi Yildirim, Mehmet Fatih Amasyali
2024 — conf
DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine.
MLVis@EuroVis
Parisa Salmanian, Angelos Chatzimparmpas, Ali Can Karaca, Rafael Messias Martins
2024 J jnl
DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine.
CoRR
Parisa Salmanian, Angelos Chatzimparmpas, Ali Can Karaca, Rafael Messias Martins
2024 J jnl
The exploration of the transfer learning technique for Globotruncanita genus against the limited low-cost light microscope images.
Signal Image Video Process.
Ilyas Ozer, Ali Can Karaca, Caner Kaya Ozer, Kutlucan Gorur, Ismail Kocak, Onursal Cetin
2023 J jnl
Species-level microfossil identification for globotruncana genus using hybrid deep learning algorithms from the scratch via a low-cost light microscope imaging.
Multim. Tools Appl.
Ilyas Ozer, Caner Kaya Ozer, Ali Can Karaca, Kutlucan Gorur, Ismail Kocak, Onursal Cetin
2022 J jnl
Music Recommendation System based on Emotion, Age and Ethnicity.
CoRR
Ramiz Mammadli, Huma Bilgin, Ali Can Karaca
2021 J jnl
Domain Transform Filter and Spatial-Aware Collaborative Representation for Hyperspectral Image Classification Using Few Labeled Samples.
IEEE Geosci. Remote. Sens. Lett.
Ali Can Karaca
2021 C conf
Efficient Resolution Enhancement of JPEG2000 Compressed Multispectral Images Using Deep Super-resolution Methods.
INISTA
Ali Can Karaca, Ibrahim Uçurmak, Mehmet Kemal Güllü
2021 J jnl
MultiTempGAN: Multitemporal multispectral image compression framework using generative adversarial networks.
J. Vis. Commun. Image Represent.
Ali Can Karaca, Ozan Kara, Mehmet Kemal Güllü
2020 — conf
Reduction of JPEG2000 Compression Artifacts using Very Deep Super Resolution Approach for Multitemporal Multispectral Images.
SIU
Ozan Kara, Ibrahim Uçurmak, Ali Can Karaca, M. Kemal Güllü
2019 — conf
Compression of Hyperspectral Images Using Superpixel Based and Error-Corrected Sparse Representation.
SIU
Adem Ertem, Ali Can Karaca, M. Kemal Güllü
2019 — —
Hiperspektral görüntülerin kayıpsız sıkıştırılması için tahmin temelli yaklaşımlar (Prediction based approaches for lossless compression of hyperspectral images)
Ali Can Karaca
2019 J jnl
Superpixel based recursive least-squares method for lossless compression of hyperspectral images.
Multidimens. Syst. Signal Process.
Ali Can Karaca, Mehmet Kemal Güllü
2019 — conf
Turkish Sign Language Recognition Using Kinect Skeleton and Convolutional Neural Network.
SIU
Berkan Unutmaz, Ali Can Karaca, M. Kemal Güllü
2018 C conf
A Detailed Performance Analysis of Hyperspectral Image Compression Techniques.
IGARSS
Mehmetali Danisman, Ali Can Karaca, Ergun Can, Oguzhan Urhan, M. Kemal Güllü
2018 C conf
Compression of Hyperspectral Images Using Luminance Transform and 3D-DCT.
IGARSS
Ergun Can, Ali Can Karaca, Mehmetali Danisman, Oguzhan Urhan, M. Kemal Güllü
2018 — conf
Compression of hyperspectral images using adaptive luminance transform.
SIU
Ergun Can, Ali Can Karaca, Mehmetali Danisman, Oguzhan Urhan, M. Kemal Güllü
2018 — conf
Effects of hyperspectral image compression methods on classification.
SIU
Mehmetali Danisman, Ali Can Karaca, Ergun Can, Oguzhan Urhan, M. Kemal Güllü
2018 — conf
Prediction and compression of multi-temporal hyperspectral images using luminance transform.
SIU
Ali Can Karaca, M. Kemal Güllü
2018 C conf
Target Preserving Hyperspectral Image Compression Using Weighted PCA and JPEG2000.
ICISP
Ali Can Karaca, Mehmet Kemal Güllü
2017 — conf
A fast approach for adaptive conventional recursive least-squares predictor in lossless compression of hyperspectral images.
SIU
Ali Can Karaca, Mehmet Kemal Güllü
2017 — conf
The use of low-bit depth approaches for band ordering in hyperspectral image compression.
SIU
Ali Can Karaca, Mehmet Kemal Güllü
2016 — conf
Comparison of traditional and recent unsupervised band selection approaches in hyperspectral images.
SIU
Ali Can Karaca, Mehmet Kemal Güllü
2016 J jnl
Ground-Based Panoramic Stereo Hyperspectral Imaging System With Multiband Stereo Matching.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ali Can Karaca, Alp Ertürk, Mehmet Kemal Güllü, Sarp Ertürk
2015 — conf
Hybrid change detection approach in hyperspectral images.
SIU
Ali Can Karaca, Davut Çesmeci, Alp Ertürk, Sarp Ertürk
2015 — conf
Local spectral gradient based gas detection in LWIR hyperspectral images.
SIU
Davut Çesmeci, Ali Can Karaca, Alp Ertürk, Sarp Ertürk
2014 — conf
A novel panoramic stereo hyperspectral imaging system.
ISCCSP
Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Sarp Ertürk
2014 — conf
Design of a hyperspectral imaging spectrometer for visible and near infrared region applications.
SIU
Ulas Cirpici, Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Sarp Ertürk
2014 — conf
Hyperspectral change detection based on Multi-band Census Transform.
SIU
Davut Çesmeci, Ali Can Karaca, Alp Ertürk, Mehmet Kemal Güllü, Sarp Ertürk
2014 C conf
Hyperspectral change detection by multi-band Census Transform.
IGARSS
Davut Çesmeci, Ali Can Karaca, Alp Ertürk, Mehmet Kemal Güllü, Sarp Ertürk
2014 — conf
Hyperspectral change detection with stereo disparity information enhancement.
WHISPERS
Ali Can Karaca, Davut Çesmeci, Alp Ertürk, M. Kemal Güllü, Sarp Ertürk
2013 — conf
Automatic waste sorting using shortwave infrared hyperspectral imaging system.
WHISPERS
Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Muharrem Elmas, Sarp Ertürk
2013 — conf
Plastic waste sorting using infrared hyperspectral imaging system.
SIU
Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Muharrem Elmas, Sarp Ertürk
2012 — conf
Analysis of evidence in forensic documents using hyperspectral imaging system.
SIU
Ali Can Karaca, Alp Ertürk, Mehmet Kemal Güllü, Muharrem Elmas, Sarp Ertürk
2012 C conf
Comparative evaluation of vector machine based hyperspectral classification methods.
IGARSS
Ali Can Karaca, Alp Ertürk, M. Kemal Güllü, Sarp Ertürk