Selected Publications
(for the complete list see here).
Algorithmic Components for Orthopedics Diagnosis Support by Automatic Analysis of Radiological Films
Corneliu Florea, Laura Florea, Constantin Vertan
"Computer Vision for Cognition - An Eye Focused Perspective " chapter in "Computer Vision for Assistive Healthcare", Computer Vision and Pattern Recognition,
Eds. Leo Marco, Giovanni Maria Farinella, Elsevier Academic Press 2018, pp. 51-73, ISBN (HardCover): 978-012-813-4450, DOI https://doi.org/10.1016/B978-0-12-813445-0.00002-2, 2018
Laura Florea, Corneliu Florea, Constantin Vertan,
"Extended Eye Landmarks Detection for Emerging Applications", chapter in "Advances in Face Detection and Facial Image Analysis", pp. 397-434,
Eds. Michal Kawulok, Emre M. Celebi, Bogdan Smolka, Springer International Publishing, ISBN 978-3-319-25958-1, DOI 10.1007/978-3-319-25958-1_15, 2016
Laura Florea, Corneliu Florea:
"Sisteme software de prelucrarea imaginilor",
Ed. Politehnica Press, Bucuresti, Romania, 2013, ISBN 978-606-515-474-2S
Constantin Vertan, Mihai Ciuc, Marta Zamfir, Corneliu Florea, Laura Florea, Alina Sultana, Tiberiu Radulescu:
"Prelucrarea si analiza imaginilor digitale - elemente fundamentale si aplicatii avansate",
Ed. MatrixRom, Bucuresti, Romania, 2013. ISBN 978-973-755-943-2
Corneliu Florea, Laura Florea:
"Prelucrarea statistica a informatiei - indrumar de laborator",
Ed. MatrixRom, Bucuresti, Romania, 2008. ISBN 978-973-755-367-6
Constantin Vertan, Corneliu Florea, Laura Florea
"A Parametric Logarithmic Image Processing Framework Based on Fuzzy Graylevel Accumulation by the Hamacher T-Conorm",
Sensors, Vol. 21, pp, 4857, 2021
Laura Florea, Corneliu Florea,
"Directed color transfer for low-light image enhancement",
Digital Signal Processing, Volume 93, Pages 1-12, ISSN 1051-2004, DOI https://doi.org/10.1016/j.dsp.2019.06.014, 2019
Mihai Badea, Corneliu Florea, Laura Florea, Constantin Vertan,
"Can we teach computers to understand art? Domain adaptation for enhancing deep networks capacity to de-abstract art",
Image and Vision Computing, Volume 77, Pages 21-32, ISSN 0262-8856, https://doi.org/10.1016/j.imavis.2018.06.009, 2018
[preprint]
Laura Florea,
"Future trends in early diagnosis for cognition impairments in children based on eye measurements"
in IEEE Instrumentation and Measurement Magazine, vol. 21, no. 3, pp. 41-42, ISSN: 1094-6969, doi: 10.1109/MIM.2018.8360918, WOS:000433070400010, 2018
Alessandra Bandrabur, Laura Florea, Corneliu Florea, Matei Mancas
"Late fusion of facial dynamics for automatic expression recognition",
Turkish Journal of Electrical Engineering and Computer Sciences,
Volume 25, pages 2696 - 2707, ISSN: 1300-0632, doi: 10.3906/elk-1607-113, WOS:000406993300012, 2017
Corneliu Florea, Laura Florea, Raluca Boia, Alessandra Bandrabur, Constantin Vertan
"Pain Intensity Estimation by a Self-Taught Selection of Histograms of Topographical Features",
Image and Vision Computing Journal, Volume 56, Pages 13-27, ISSN 0262-8856, WOS:000390071700002, 2016.
[preprint]
Laura Florea, Corneliu Florea, Constantin Vertan
"Recognition of the Gaze Direction: Anchoring with the Eyebrows",
Journal of Visual Communication and Image Representation, Volume 35, Pages 67-77, ISSN 1047-3203, DOI: 10.1016/j.jvcir.2015.12.003, WOS:000369879600006, 2016
[preprint]
Raluca Boia, Corneliu Florea, Laura Florea, Radu Dogaru
"Logo Localization and Recognition in Natural Images Using Homographic Class Graphs",
Machine Vision and Applications, Volume 27, Issue 2, pp 287-301, ISSN: 0932-8092, Springer Berlin Heidelberg, DOI: 10.1007/s00138-015-0741-7, WOS:000390071700002, 2016
[preprint]
Laura Florea, Corneliu Florea, Constantin Vertan:
"Robust Eye Centers Localization with Zero-Crossing Encoded Image Projections"
Pattern Analysis and Applications, DOI: 10.1007/s10044-015-0479-x, ISSN 1433-7541, Springer London, WOS:000393053200010, 2015
[preprint arXiv]
Corneliu Florea, Laura Florea, Constantin Vertan
"TESPAR-based 2D shape recognition",
Buletinul Stiintific al Universitatii Politehnica Bucuresti (SciBul), seria C, Vol. 78, Iss. 2, pp. 79-88, WOS:000388733300007, 2016
Corneliu Florea, Constantin Vertan, Laura Florea:
"High Dynamic Range Imaging by Perceptual Logarithmic Exposure Merging"
International Journal of Applied Mathematics and Computer Science (AMCS), Vol. 25, No. 4, pp. 943-954, ISSN: 1641-876X, DOI: 10.1515/amcs-2015-0067, WOS:000367468200017, 2015
[preprint arXiv]
Ruxandra Vranceanu, Corneliu Florea, Laura Florea, Constantin Vertan:
"Gaze direction estimation by component separation for recognition of Eye Accessing Cues",
Machine Vision and Applications, 2015, DOI: 10.1007/s00138-014-0656-8, WOS:000351462900008, ISSN 0932-8092, Springer Berlin Heidelberg, 2015
[preprint]
Alessandra Bandrabur, Laura Maria Florea, Raluca Boia, Corneliu Florea:
"Automatic Robust Localization of Eye Related Landmarks",
Buletinul Stiintific al Universitatii Politehnica Bucuresti (SciBul), Seria C, Vol. 77, Iss. 4, pp. 223-234, WOS:000421811300019, 2015
[pdf]
Corneliu Florea, Laura Florea:
"Logarithmic Type Image Processing Framework for Enhancing Photographs Acquired in Extreme Lighting",
Advances in Electrical and Computer Engineering, vol. 13, no. 2, pp. 97-104, ISSN: 1582-7445 , doi:10.4316/AECE.2013.02016, WOS:000322179400016, 2013
[pdf]
Corneliu Florea, Laura Florea:
"Parametric Logarithmic Type Image Processing for Contrast Based Auto-Focus in Extreme Lighting Conditions",
International Journal of Applied Mathematics and Computer Science, Vol. 23 No. 3, pp. 637-648, 2013, ISSN: 1641-876X, doi:10.2478/amcs-2013-0048, WOS:000325208900012
[pdf]
Laura Florea, Corneliu Florea, Constantin Vertan, Alina Sultana:
"Automatic Tools for Diagnosis Support of Total Hip Replacement Follow-up",
Advances in Electrical and Computer Engineering, Issue 4, Year 2011, Page(s): 55 - 62, ISSN: 1582-7445, WOS:000297764500009
[pdf]
Corneliu Florea, Mihai Badea, Laura Florea, Andrei Racoviteanu, Constantin Vertan,
"Margin-Mix: Semi-Supervised Learning for Face Expression Recognition",
European Conf. on Computer Vision Glasgow, UK, 2020
[pdf], [suplementary]
Andrei Racoviteanu, Mihai Badea, Corneliu Florea, Laura Florea, Constantin Vertan,
"Large Margin Loss for Learning Facial Movements from Pseudo-Emotions",
British Machine Vision Conf. (BMVC), UK, 2019
Corneliu Florea, Laura Florea, Mihai Badea, Constantin Vertan, Andrei Racoviteanu,
"Annealed Label Transfer for Face Expression Recognition",
British Machine Vision Conf. (BMVC), UK, 2019
Andrei Racoviteanu, Iulian Felea, Laura Florea, Mihai Badea, Corneliu Florea,
"Clustering Based Reference Normal Pose for Improved Expression Recognition",
Proceedings of Advanced Concepts for Intelligent Vision Systems,
eds. J. Blanc-Talon, D. Helbert, W. Philips, D. Popescu, P. Scheunders,
Springer International Publishing, pp. 51-61, LNCS, volume 11182, isbn: 978-3-030-01449-0, France, 2018
WOS:000476892400005,
Corneliu Florea, Mihai Badea, Laura Florea, Constantin Vertan,
"Domain Transfer for Delving into Deep Networks Capacity to De-Abstract Art",
Proceedings of 20th Scandinavian Conference on Image Analysis (SCIA 2017),
Part I, eds. Sharma Puneet, Bianchi Filippo Maria, Springer International Publishing, pages 337-349, isbn 978-3-319-59126-1, Norway, 2017,
doi 10.1007/978-3-319-59126-1_28, WOS:000454359300028
Mihai-Sorin Badea, Constantin Vertan, Corneliu Florea, Laura Florea, Silviu Badoiu
"Severe Burns Assessment by Joint Color-Thermal Imagery and Ensemble Methods",
2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom), pp. 1-5, Germany, 2016.
doi: 10.1109/HealthCom.2016.7749450, WOS:000391459700033
Corneliu Florea, Razvan Condorovici, Constantin Vertan, Raluca Butnaru, Laura Florea, Ruxandra Vranceanu
"Pandora: Description of a Painting Database for Art Movement Recognition with Baselines and Perspectives",
2016 24th European Signal Processing Conference (EUSIPCO), pp. 918-922, Hungary, 2016.
doi: 10.1109/EUSIPCO.2016.7760382, WOS:000391891900175
Laura Florea, Corneliu Florea, Ciprian Ionascu
"Avoiding the Deconvolution: Framework Oriented Color Transfer for Enhancing Low-Light Images",
2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 936-944, USA, 2016.
doi: 10.1109/CVPRW.2016.121, WOS:000391572100114
Laura Florea
"Robustifying Gaze Direction Estimation for Emerging Psychology-Related Applications",
Poster at CVPR Workshop on Women in Computer Vision,
USA, 2016
R. Boia, C. Florea, L. Florea
"Elliptical ASIFT Agglomeration in Class Prototype for Logo Detection",
British Machine Vision Conference (BMVC),
pp 115.1-115.12, BMVA Press, ISBN 1-901725-53-7, UK, 2015
Corneliu Florea, Laura Florea, Constantin Vertan:
"Learning Pain from Emotion: Transferred HoT Data Representation for Pain Intensity Estimation",
European Conference on Computer Vision (ECCV) workshop on Assistive Computer Vision and Robotics (ACVR),
Volume LNCS 8927, chapter 54, pp. 778-790, Eds: Lourdes Agapito, Michael M. Bronstein, Carsten Rother, Switzerland, 2014,
doi: 10.1007/978-3-319-16199-0_54, WOS:000361841100054
[pdf]
Laura Florea, Corneliu Florea, Ruxandra Vranceanu, Constantin Vertan:
"Can Your Eyes Tell Me How You Think? A Gaze Directed Estimation of the Mental Activity",
British Machine Vision Conference (BMVC),
UK, 2013,
WOS:000346352700057, doi: 10.5244/C.27.60
[pdf],
[additional materials]
Ruxandra Vranceanu, Corneliu Florea, Laura Florea, Constantin Vertan:
"NLP EAC Recognition by Component Separation in the Eye Region",
15th International Conference on Computer Analysis of Images and Patterns (CAIP),
UK, 2013.
[pdf]
Laura Florea, Corneliu Florea, Ruxandra Vranceanu, Constantin Vertan:
"Zero-crossing Based Image Projections Encoding for Eye Localization",
European Signal Processing Conference (EUSIPCO),
pp. 150-154, Romania, 2012,
WOS:000310623800031
[poster]
Constantin Vertan, Laura Florea, Corneliu Florea, Alina Oprea, M. Popescu, S. Cristea:
"Clinical-radiological correlation of the fit of the femoral component of a hip prosthesis: THA follow-up by digital X-ray image processing",
European Federation of National Associations of Orthopaedics and Traumatology (EFORT) Congress, France, 2008.
Corneliu Florea, Constantin Vertan, Laura Florea, Alina Oprea:
"On the Use of Logarithmic Image Processing Models in Total Hip Prostheses X-ray Visualization and Analysis",
Medical Image Understanding and Analysis (MIUA),
pp. 127-131, ISBN 1-901725-35-9, UK, 2008
[pdf]
Constantin Vertan, Alina Oprea, Corneliu Florea, Laura Florea:
"A Pseudo-Logarithmic Image Processing Framework for Edge Detection",
Advanced Concepts for Intelligent Vision Systems (ACIVS),
vol. LNCS 5229, pp. 637-644, Eds. J. Blanc-Talon et al., Springer Verlag, Berlin / Heidelberg, ISSN 0302-9743 (Print) 1611-3349 (Online), ISBN 978-3-540-88457-6, France, 2008
WOS:000262163800057
[pdf][poster]
Constantin Vertan, Laura Florea, Ion Stefan, Mihai Popescu, S. Cristea:
"Clinical-radiological correlation of the bone structure analysis by multimedia MPEG-7 descriptors: osteoporosis screening by calcaneal digital X-ray image processing",
European Federation of National Associations of Orthopaedics and Traumatology (EFORT) Congress, p. 10.134, Italy, 2007.
Laura Florea, Constantin Vertan, Corneliu Florea, Alina Oprea:
"Dynamic Range Enhancement of Consumer Digital Camera Acquired Hip Prosthesis Xray Images",
European Signal Processing Conference (EUSIPCO),
pp. 1103-1106, ISBN 978-83-921340-2-2, Poland, 2007
[pdf]
[poster]
Corneliu Florea, Constantin Vertan, Laura Florea:
"Logarithmic Model-based Dynamic Range Enhancement of Hip Xray Images",
Advanced Concepts for Intelligent Vision Systems (ACIVS),
vol. LNCS 4678,pp. 587-596, Eds. J. Blanc-Talon et al, ISSN 0302-9743, ISBN 978-3-540-74606-5, Netherlands, 2007
doi: 10.1007/978-3-540-74607-2_53, WOS:000250340600053
[pdf],
[poster]
Constantin Vertan, Ion Stefan, Laura Florea:
"Detection of postmenopausal alteration of bone structure in digitized Xrays",
International Conference on Computer Analysis of Images and Patterns (CAIP),
vol. LNCS 4673, pp. 278-284, Eds. W. G. Kropatsch, M. Kampel, A. Hanbury, ISSN 0302-9743, ISBN 978-3-540-74271-5, Austria, 2007
doi:10.1007/978-3-540-74272-2_35, WOS:000249585600035
[poster]
Constantin Vertan, Laura Sirbu (Florea), Ion Stefan:
"MPEG-7-like Description Scheme for Osteoporosis Diagnosis Support",
IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR),
vol. 2, pp. 397-400 (ISBN 2-4244-0360-X), Romania, 2006,
doi: 10.1109/AQTR.2006.254667, WOS:000241464000071
"Method and Apparatus for Simulating a Camera Panning Effect",
Patent Number(s): US2008309770-A1; Inventor(s): Florea L., Corcoran P., Zamfir A;
Patent Assignee(s) and Codes(s):FOTONATION VISION LTD (FOTO-Non-standard); Derwent Primary Accession Number: 2009-A71775 [06];
International Patent Classification: G06K-009/20; Derwent Class Code(s): T04 ; W01 ; W04; Derwent Manual Code(s):
T04-D02; W01-C01D3C; W01-C01P6C; W04-M01B1; W04-M01D2C; W04-M01D3; W04-M01D5
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