SIFT-CNN: When Convolutional Neural Networks Meet Dense SIFT Descriptors for Image and Sequence Classification.

Christos Theoharatos

Dimitrios Tsourounis Dimitris Kastaniotis Christos Theoharatos Andreas Kazantzidis George Economou SIFT-CNN: When Convolutional Neural Networks Meet Dense SIFT Descriptors for Image and Sequence Classification. 256 2022 8 J. Imaging 10 https://doi.org/10.3390/jimaging8100256 db/journals/jimaging/jimaging8.html#TsourounisKTKE22

Kostas Blekos Anastasios Tsakas Christos Xouris Ioannis Evdokidis Dimitris Alexandropoulos Christos Alexakos Sofoklis Katakis Andreas Makedonas Christos Theoharatos Aris S. Lalos Analysis, Modeling and Multi-Spectral Sensing for the Predictive Management of Verticillium Wilt in Olive Groves. 15 2021 10 J. Sens. Actuator Networks 1 https://doi.org/10.3390/jsan10010015 db/journals/jsan/jsan10.html#BlekosTXEAAKMTL21

Kostas Blekos Anastasios Tsakas Ioannis Evdokidis Dimitris Alexandropoulos Christos Alexakos Aris S. Lalos Christos Xouris Sofoklis Katakis Andreas Makedonas Christos Theoharatos Analysis, Modeling and Multi-Spectral Sensing for the Predictive Management of Verticillium Wilt in Olive Groves. 98-107 2020 SETN Workshops https://ceur-ws.org/Vol-2844/aitcps2.pdf conf/setn/2020w db/conf/setn/setn2020w.html#KostasAIDCACSAC20 Dimitris Kastaniotis Dimitrios Tsourounis Aristotelis Koureleas Bojidar Peev Christos Theoharatos Spiros Fotopoulos Lip Reading in Greek words at unconstrained driving scenario. 1-6 2019 IISA https://doi.org/10.1109/IISA.2019.8900757 conf/iisa/2019 db/conf/iisa/iisa2019.html#KastaniotisTKPT19 Sofoklis Katakis Nikolaos Barotsis Dimitrios Kastaniotis Christos Theoharatos Dimitrios Tsourounis Spiros Fotopoulos Elias Panagiotopoulos Muscle Type Classification on Ultrasound Imaging Using Deep Convolutional Neural Networks. 1-5 2018 IVMSP https://doi.org/10.1109/IVMSPW.2018.8448648 conf/ivmsp/2018 db/conf/ivmsp/ivmsp2018.html#KatakisBKTTFP18 Dimitrios I. Kosmopoulos Antonis A. Argyros Christos Theoharatos Venetta Lampropoulou Christos Panagopoulos Ilias Maglogiannis The HealthSign Project: Vision and Objectives. 502-506 2018 PETRA https://doi.org/10.1145/3197768.3201547 conf/petra/2018 db/conf/petra/petra2018.html#KosmopoulosATLP18 Christos Theoharatos Dimitris Kastaniotis Dimitrios Besiris Nikos Fragoulis Vision-Based Mapping and Micro-localization of Industrial Components in the Fields of Laser Technology. 233-243 2018 Multidisciplinary Approaches to Neural Computing https://doi.org/10.1007/978-3-319-56904-8_23 series/sist/69 db/series/sist/sist69.html#TheoharatosKBF18

Ilias Theodorakopoulos George Economou Spiros Fotopoulos Christos Theoharatos Local manifold distance based on neighborhood graph reordering. 195-211 2016 53 Pattern Recognit. https://doi.org/10.1016/j.patcog.2015.12.006 db/journals/pr/pr53.html#Theodorakopoulos16

Christos Theoharatos Dimitris Kastaniotis Dimitris Besirios Nikos Fragoulis Vision-based guidance of a robotic arm for object handling operations - The white'R vision framework. 1-6 2016 RTSI https://doi.org/10.1109/RTSI.2016.7740608 conf/rtsi/2016 db/conf/rtsi/rtsi2016.html#TheoharatosKBF16

Dimitris Kastaniotis Ilias Theodorakopoulos Christos Theoharatos George Economou Spiros Fotopoulos A framework for gait-based recognition using Kinect. 327-335 2015 68 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2015.06.020 db/journals/prl/prl68.html#KastaniotisTTEF15

Vasileios K. Pothos Christos Theoharatos George Economou A local spectral distribution approach to face recognition. 663-675 2012 116 Comput. Vis. Image Underst. 6 https://doi.org/10.1016/j.cviu.2012.01.006 db/journals/cviu/cviu116.html#PothosTE12

Dimitrios Besiris Vassilis Tsagaris Nikolaos Fragoulis Christos Theoharatos An FPGA-Based Hardware Implementation of Configurable Pixel-Level Color Image Fusion. 362-373 2012 50 IEEE Trans. Geosci. Remote. Sens. 2 https://doi.org/10.1109/TGRS.2011.2163723 db/journals/tgrs/tgrs50.html#BesirisTFT12

Ioannis Tziakos Christos Theoharatos Nikolaos A. Laskaris George Economou Color image segmentation using Laplacian eigenmaps. 023004 2009 18 J. Electronic Imaging 2 https://doi.org/10.1117/1.3122369 db/journals/jei/jei18.html#TziakosTLE09

Vasileios K. Pothos Christos Theoharatos Apostolos Ifantis George Economou A spectral distribution approach to fingerprint verification. 1-6 2009 DPS https://doi.org/10.1109/ICDSP.2009.5201072 conf/icdsp/2009 db/conf/icdsp/icdsp2009.html#PothosTIE09

Christos Theoharatos Apostolos Ifantis Nikolaos A. Laskaris George Economou Charting of geoelectric potential signal dynamics via geometrical techniques and its possible relation to significant earthquakes in Western Greece. 625-634 2008 34 Comput. Geosci. 6 https://doi.org/10.1016/j.cageo.2007.06.006 db/journals/gandc/gandc34.html#TheoharatosILE08

Vasileios K. Pothos Christos Theoharatos Evangelos Zygouris George Economou Distributional-based texture classification using non-parametric statistics. 117-129 2008 11 Pattern Anal. Appl. 2 https://doi.org/10.1007/s10044-007-0083-9 db/journals/paa/paa11.html#PothosTZE08

Nikos Achilleopoulos Christos Theoharatos Designing a modular system for direct search of video & audio content: The DIVAS project. 454-461 2008 CBMI https://doi.org/10.1109/CBMI.2008.4564982 conf/cbmi/2008 db/conf/cbmi/cbmi2008.html#AchilleopoulosT08 Fotis Andritsopoulos Serafeim Papastefanos Vassiliki Mpilili Christos Theoharatos An advanced direct searching technique applied on compressed video content repositories. 447-450 2008 DIMEA https://doi.org/10.1145/1413634.1413713 conf/dimea/2008 db/conf/dimea/dimea2008.html#AndritsopoulosPMT08 Serafeim Papastefanos Fotis Andritsopoulos Vassiliki Mpilili Christos Theoharatos Nikos Achilleopoulos Direct searching of multimedia content based on video characteristics extracted from compressed domain. 536 2008 DIMEA https://doi.org/10.1145/1413634.1413743 conf/dimea/2008 db/conf/dimea/dimea2008.html#PapastefanosAMTA08

Christos Theoharatos Nikolaos A. Laskaris George Economou Spiros Fotopoulos On the Perceptual Organization of Image Databases Using Cognitive Discriminative Biplots. 2007 2007 EURASIP J. Adv. Signal Process. https://doi.org/10.1155/2007/68165 db/journals/ejasp/ejasp2007.html#TheoharatosLEF07

Vasileios K. Pothos Christos Theoharatos George Economou Apostolos Ifantis Texture retrieval based on a non-parametric measure for multivariate distributions. 502-509 2007 conf/civr/2007 CIVR https://doi.org/10.1145/1282280.1282353 db/conf/civr/civr2007.html#PothosTEI07 Vasileios K. Pothos Christos Theoharatos George Economou Robust Face Recognition and Retrieval Using Neural-Network-Based Quantization of Gabor Jets and Statistical Graph Matching. 549-556 2007 conf/ictai/2007-1 ICTAI (1) https://doi.org/10.1109/ICTAI.2007.103 https://doi.ieeecomputersociety.org/10.1109/ICTAI.2007.103 db/conf/ictai/ictai2007-1.html#PothosTE07 Christos Theoharatos George Economou Spiros Fotopoulos Semantic Mapping of Image Databases using Perceptual Similarity. 43 2007 WIAMIS https://doi.org/10.1109/WIAMIS.2007.76 https://doi.ieeecomputersociety.org/10.1109/WIAMIS.2007.76 conf/wiamis/2007 db/conf/wiamis/wiamis2007.html#TheoharatosEF07

Christos Theoharatos Nikolaos A. Laskaris George Economou Spiros Fotopoulos Combining self-organizing neural nets with multivariate statistics for efficient color image retrieval. 250-258 2006 102 Comput. Vis. Image Underst. 3 https://doi.org/10.1016/j.cviu.2006.02.008 db/journals/cviu/cviu102.html#TheoharatosLEF06

Christos Theoharatos Vasileios K. Pothos Nikolaos A. Laskaris George Economou Spiros Fotopoulos Multivariate image similarity in the compressed domain using statistical graph matching. 1892-1904 2006 39 Pattern Recognit. 10 https://doi.org/10.1016/j.patcog.2006.04.015 db/journals/pr/pr39.html#TheoharatosPLEF06

Christos Theoharatos George Economou Spiros Fotopoulos Color edge detection using the minimal spanning tree. 603-606 2005 38 Pattern Recognit. 4 https://doi.org/10.1016/j.patcog.2004.09.009 db/journals/pr/pr38.html#TheoharatosEF05

Christos Theoharatos Nikolaos A. Laskaris George Economou Spiros Fotopoulos A Generic Scheme for Color Image Retrieval Based on the Multivariate Wald-Wolfowitz Test. 808-819 2005 17 IEEE Trans. Knowl. Data Eng. 6 https://doi.org/10.1109/TKDE.2005.85 http://doi.ieeecomputersociety.org/10.1109/TKDE.2005.85 db/journals/tkde/tkde17.html#TheoharatosLEF05

Christos Theoharatos George Economou Spiros Fotopoulos Nikolaos A. Laskaris Color-based image retrieval using vector quantization and multivariate graph matching. I:537-540 2005 conf/icip/2005 ICIP (1) https://doi.org/10.1109/ICIP.2005.1529806 db/conf/icip/icip2005.html#TheoharatosEFL05 Christos Theoharatos Vasileios K. Pothos George Economou Spiros Fotopoulos Compressed Domain Image Indexing and Retrieval Based on the Minimal Spanning Tree. 1516-1519 2005 conf/icmcs/2005 ICME https://doi.org/10.1109/ICME.2005.1521721 https://doi.ieeecomputersociety.org/10.1109/ICME.2005.1521721 db/conf/icmcs/icme2005.html#TheoharatosPEF05 Apostolos Ifantis Christos Theoharatos Vassilis Tsagaris Gerasimos-Akis Tselentis Experimental changes of the Hurst exponent behavior of the Geoelectrical Potential and its possible relation to the changes of spectral power-law exponent of the seismic activity in Western Greece. 777-780 2004 EUSIPCO https://ieeexplore.ieee.org/document/7079705/ conf/eusipco/2004 db/conf/eusipco/eusipco2004.html#IfantisTTT04 Christos Theoharatos Nikolaos A. Laskaris George Economou Spiros Fotopoulos A similarity measure for color image retrieval and indexing based on the Multivariate Two Sample Problem. 2307-2310 2004 EUSIPCO https://ieeexplore.ieee.org/document/7079774/ conf/eusipco/2004 db/conf/eusipco/eusipco2004.html#TheoharatosLEF04 Sokratis Makrogiannis Christos Theoharatos George Economou Spiros Fotopoulos Color image segmentation using multiscale fuzzy C-means and graph theoretic merging. I:985-988 2003 conf/icip/2003 ICIP (1) db/conf/icip/icip2003.html#MakrogiannisTEF03 https://doi.org/10.1109/ICIP.2003.1247130 Nikos Achilleopoulos Christos Alexakos Dimitris Alexandropoulos Fotis Andritsopoulos Antonis A. Argyros Nikolaos Barotsis Dimitris Besirios Dimitrios Besiris Kostas Blekos George Economou Ioannis Evdokidis Spiros Fotopoulos Nikos FragoulisNikolaos Fragoulis Apostolos Ifantis Dimitris KastaniotisDimitrios Kastaniotis Sofoklis Katakis Andreas Kazantzidis Dimitrios I. Kosmopoulos Aristotelis Koureleas Aris S. Lalos Venetta Lampropoulou Nikolaos A. Laskaris Ilias Maglogiannis Andreas Makedonas Sokratis Makrogiannis Vassiliki Mpilili Elias Panagiotopoulos Christos Panagopoulos Serafeim Papastefanos Bojidar Peev Vasileios K. Pothos Ilias Theodorakopoulos Vassilis Tsagaris Anastasios Tsakas Gerasimos-Akis Tselentis Dimitrios Tsourounis Ioannis Tziakos Christos Xouris Evangelos ZigourisEvangelos Zygouris