• 64 Citations
  • 4 h-Index
20122020
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Research Output 2012 2020

  • 64 Citations
  • 4 h-Index
  • 7 Conference proceeding
  • 6 Article
  • 2 Poster
2019

Farm Detection based on Deep Convolutional Neural Nets and Semi-supervised Green Texture Detection using VIS-NIR Satellite Image

Sharifzadeh, S., Tata, J. & Tan, B., 2019, DATA 2019 - Proceedings of the 8th International Conference on Data Science, Technology and Applications. Hammoudi, S., Quix, C. & Bernardino, J. (eds.). SciTePress, Vol. 1. p. 100-108 9 p. (DATA 2019 - Proceedings of the 8th International Conference on Data Science, Technology and Applications).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Open Access
File
Farms
Image resolution
Textures
Satellites
Neural networks

Robust hand-eye calibration of 2D laser sensors using a single-plane calibration artefact

Sharifzadeh, S., Biro, I. & Kinnell, P., 24 Jun 2019, In : Robotics and Computer-Integrated Manufacturing. 61, 10 p., 101823.

Research output: Contribution to journalArticle

Calibration
Laser
Robot
Robots
Sensor
2018
4 Citations (Scopus)
32 Downloads (Pure)

Abnormality detection strategies for surface inspection using robot mounted laser scanners

Sharifzadeh, S., Biro, I., Lohse, N. & Kinnell, P., May 2018, In : Mechatronics. 51, p. 59-74 16 p.

Research output: Contribution to journalArticle

Open Access
File
Inspection
Robots
Lasers
Geometry
Surface measurement
2017
7 Citations (Scopus)

Sparse supervised principal component analysis (SSPCA) for dimension reduction and variable selection

Sharifzadeh, S., Ghodsi, A., Clemmensen, L. H. & Ersbøll, B. K., 1 Oct 2017, In : Engineering Applications of Artificial Intelligence. 65, p. 168-177 10 p.

Research output: Contribution to journalArticle

Principal component analysis
Labels
Processing
Feature extraction
Decomposition
2016

Learning Industrial Robot Force/torque Compensation: A Comparison of Support Vector and Random Forests Regression

Al-Yacoub, A., Sharifzadeh, S., Lohse, N., Usman, Z., Goh, Y. M. & Jackson, M., 2016, (846) Telehealth and Assistive Technology / 847: Intelligent Systems and Robotics - 2016. Acta Press

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Open Access
Robot learning
Torque measurement
Force measurement
Torque
Robots
1 Citation (Scopus)
16 Downloads (Pure)

Robust Surface Abnormality Detection for a Robotic Inspection System

Sharifzadeh, S., Biro, I., Lohse, N. & Kinnell, P., 10 Nov 2016, In : IFAC-PapersOnLine. 49, 21, p. 301-308 8 p.

Research output: Contribution to journalArticle

Open Access
File
Robotics
Inspection
Lasers
Classifiers
Robots

The evaluation of a multi-sensor robotic visual inspection system

Biro, I., Sharifzadeh, S., Tailor, M., Kinnell, P. & Jackson, M., 2016, Proceedings of the 16th International Conference of the European Society for Precision Engineering and Nanotechnology, EUSPEN 2016. euspen

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

robotics
inspection
Robotics
Inspection
scanners
2014

Evaluation of off-line intestinal in vitro lipolysis of lipid-based drug delivery systems (LbDDS) by diffuse reflectance imaging (DRI)

Sassene, P. J., Skytte, J. L., Sharifzadeh, S., Clemmensen, L. H., Mu, H., Rades, T. & Mullertz, A., Mar 2014.

Research output: Contribution to conferencePoster

33 Citations (Scopus)
91 Downloads (Pure)

Supervised feature selection for linear and non-linear regression of L⁎ a⁎ b⁎ color from multispectral images of meat

Sharifzadeh, S., Clemmensen, L. H., Borggaard, C., Stoier, S. & Ersbøll, B. K., Jan 2014, In : Engineering Applications of Artificial Intelligence. 27, p. 211-227 17 p.

Research output: Contribution to journalArticle

Open Access
File
Meats
Feature extraction
Color
Principal component analysis
Colorimeters
2013
8 Citations (Scopus)

A sampling approach for predicting the eating quality of apples using visible–near infrared spectroscopy

V Martínez Vega, M., Sharifzadeh, S., Wulfohn, D., Skov, T., Harder Clemmensen, L. & B Toldam‐Andersen, T., Apr 2013, In : Journal of the Science of Food and Agriculture. 93, 15, p. 3710-3719 9 p.

Research output: Contribution to journalArticle

infrared spectroscopy
Malus
Spectrum Analysis
Eating
apples
2 Citations (Scopus)

DCT-based characterization of milk products using diffuse reflectance images

Sharifzadeh, S., Skytte, J. L., Clemmensen, L. H. & Ersbøll, B. K., 1 Jul 2013, 2013 18th International Conference on Digital Signal Processing (DSP). IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

discrete cosine transform
milk
reflectance
products
illumination

Optimal vision system design for characterization of apples using UV/VIS/NIR spectroscopy data

Sharifzadeh, S., Clemmensen, L. H., Ersbøll, B. K. & V Martínez Vega, M., 7 Jul 2013, IEEE.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

2 Citations (Scopus)

Statistical Quality Assessment of Pre-fried Carrots Using Multispectral Imaging

Sharifzadeh, S., Clemmensen, L. H., Løje, H. & Ersbøll, B. K., 2013, Image Analysis. SCIA 2013. Lecture Notes in Computer Science. Kämäräinen, J. K. & Koskela, M. (eds.). Berlin, Heidelberg: Springer, Vol. 7944. p. 620-629

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

multispectral image
hypothesis testing
food
prediction
inspection
2012
3 Citations (Scopus)

Regression and sparse regression methods for viscosity estimation of acid milk from it's SLS features

Sharifzadeh, S., Skytte, J. L., Nielsen, O. H. A., Ersbøll, B. K. & Clemmensen, L. H., 2012.

Research output: Contribution to conferencePoster

4 Citations (Scopus)

Spectro-temporal analysis of speech for spanish phoneme recognition

Serrano, J. & Carrabina, J., 2012, 2012 19th International Conference on Systems, Signals and Image Processing (IWSSIP 2012). IEEE, p. 548-551 6208200

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Acoustics
Discrete cosine transforms
Speech recognition
Interpolation
Modulation