All Stories

  1. MultiTempLSTM: prediction and compression of multitemporal hyperspectral images using LSTM networks

    Article • Journal of Applied Remote Sensing, August 2021, SPIE

    Mehmet Kemal Güllü

  2. Agmatine has beneficial effect on harmaline-induced essential tremor in rat

    Article • Neuroscience Letters, May 2021, Elsevier

    Mehmet Kemal Güllü

  3. Determining Appropriate Window Size and Window Function for Epileptic Seizure Forecasting

    Article • November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  4. Deep Feature Extraction Based Fine-Tuning

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

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

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  6. Superpixel based compression of hyperspectral image with modified dictionary and sparse representation

    Article • International Journal of Remote Sensing, June 2020, Taylor & Francis

    Mehmet Kemal Güllü

  7. Epileptic Seizure Forecasting Using AR Model Coefficients and Machine Learning Techniques

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  8. Epileptic Seizure Prediction for Imbalanced Datasets

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

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

    Article • April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

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

    Article • April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  11. A Detailed Performance Analysis of Hyperspectral Image Compression Techniques

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

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

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

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

    Article • Multidimensional Systems and Signal Processing, May 2018, Springer Science + Business Media

    Mehmet Kemal Güllü

  14. Compression of hyperspectral images using adaptive luminance transform

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  15. Effects of hyperspectral image compression methods on classification

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  16. Hyperspectral and multispectral image fusion based on spectral decomposition and neighborhood relation

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  17. Hyperspectral image resolution enhancement by using spectral ratio and guided filter

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

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

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  19. Target Preserving Hyperspectral Image Compression Using Weighted PCA and JPEG2000

    Article • January 2018, Springer Science + Business Media

    Mehmet Kemal Güllü

  20. Lossless hyperspectral image compression using bimodal conventional recursive least-squares

    Article • Remote Sensing Letters, October 2017, Taylor & Francis

    Mehmet Kemal Güllü

  21. Lossless compression of ultraspectral sounder data using recursive least squares

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

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

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  23. Fusion of hyperspectral and multispectral images using general and local spectral features

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

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

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  25. An investigation of the usability of sound recognition for source separation of packaging wastes in reverse vending machines

    Article • Waste Management, October 2016, Elsevier

    Osman Buyuk, Mehmet Kemal Güllü

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

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

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

    Article • May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  28. Image processing-aided working posture analysis: I-OWAS

    Article • Computers & Industrial Engineering, July 2015, Elsevier

    Mehmet Kemal Güllü

  29. 3D object modeling by structured light and stereo vision

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  30. Adaptive local thresholding based number plate detection

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  31. Orthogonal design based genetic algorithm for spatial resolution enhancement of hyperspectral images

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  32. Spatial Resolution Enhancement of Hyperspectral Images Using Unmixing and Binary Particle Swarm Optimization

    Article • IEEE Geoscience and Remote Sensing Letters, December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  33. Endmember Extraction Guided by Anomalies and Homogeneous Regions for Hyperspectral Images

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, August 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  34. Hyperspectral change detection by multi-band Census Transform

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  35. Hyperspectral change detection with stereo disparity information enhancement

    Article • June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  36. A novel panoramic stereo hyperspectral imaging system

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

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

    Article • April 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  38. Hyperspectral change detection based on Multi-band Census Transform

    Article • April 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  39. Integrating anomaly detection to spatial preprocessing for endmember extraction of hyperspectral images

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  40. Automatic waste sorting using shortwave infrared hyperspectral imaging system

    Article • June 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  41. Hyperspectral Image Classification Using Empirical Mode Decomposition With Spectral Gradient Enhancement

    Article • IEEE Transactions on Geoscience and Remote Sensing, May 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  42. Anomaly and homogeneous region guided endmember extraction for hyperspectral images

    Article • April 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  43. Enhancement of fog degraded images using empirical mode decomposition

    Article • April 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  44. Unmixing-based fusion of hyperspectral images for classification

    Article • April 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  45. Unmixing-based fusion of hyperspectral images with high spatial resolution images

    Article • April 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  46. An automated fine registration of multisensor remote sensing imagery

    Article • July 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  47. Comparative evaluation of vector machine based hyperspectral classification methods

    Article • July 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  48. Hyperspectral image classification with spectral gradient enhancement for empirical mode decomposition

    Article • July 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  49. A multi-view stereo based high resolution 3-D model generation approach

    Article • April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  50. An automated approach for registration of multisensor/multi-resolution imagery

    Article • April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  51. An uncooled infrared camera with embedded real-time target tracking capability

    Article • April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  52. Analysis of evidence in forensic documents using hyperspectral imaging system

    Article • April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  53. DSP implementation of phase correlation based real-time video stabilization

    Article • April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  54. Empirical mode decomposition based approach with spectral enhancement for hyperspectral image classification

    Article • April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  55. Image registration with luminance transform operation

    Article • April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  56. Iris recognition system based on fast iris localization and phase correlation mathching

    Article • April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  57. Real time control of tyre profiles using computer vision approach

    Article • April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  58. Metric measurement from street view sequences with simple operator assistance and phase correlation based frame selection

    Article • September 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  59. The effect of memantine in harmaline-induced tremor and neurodegeneration

    Article • Neuropharmacology, September 2011, Elsevier

    Mehmet Kemal Güllü

  60. Weighted constrained one-bit transform based fast block motion estimation

    Article • IEEE Transactions on Consumer Electronics, May 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  61. Hyperspectral Image Classification Using Denoising of Intrinsic Mode Functions

    Article • IEEE Geoscience and Remote Sensing Letters, March 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  62. 3-D Face modeling and local deformations

    Article • April 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  63. Iris recognition based on bant-limited phase correlation

    Article • April 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  64. Sub-swarm converging linear particle swarm optimization

    Article • April 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  65. Phase‐correlation‐based hyperspectral image classification using multiple class representatives obtained with k‐means clustering

    Article • International Journal of Remote Sensing, July 2009, Taylor & Francis

    Mehmet Kemal Güllü

  66. Wavelet shrinkage denoising of intrinsic mode functions of hyperspectral image bands for classification with high accuracy

    Article • July 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  67. Performance comparison of different denoising methods for sonar images

    Article • April 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  68. Extraction of high resolution depth data from human face

    Article • April 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  69. Low-complexity iris recognition using one-bit transform and angular radial partitioning

    Article • April 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  70. Phase correlation based hyperspectral image classification using different number of multiple class representatives

    Article • April 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  71. Blotch detection and removal for archive film restoration

    Article • AEU - International Journal of Electronics and Communications, August 2008, Elsevier

    Mehmet Kemal Güllü

  72. Block motion estimation using luminance transform based matching

    Article • April 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  73. Facial feature matched one-bit transform for face recognition

    Article • April 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  74. Segmentation of hyperspectral images using phase correlation based on adaptive thresholding

    Article • April 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  75. Scene-Cut Detection using Best Fitting Kernel and Modified Phase Correlation Methods

    Article • June 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  76. Modified phase-correlation based robust hard-cut detection with application to archive film

    Article • IEEE Transactions on Circuits and Systems for Video Technology, June 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  77. Membership function adaptive fuzzy filter for image sequence stabilization

    Article • IEEE Transactions on Consumer Electronics, February 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  78. Fuzzy image sequence stabilisation

    Article • Electronics Letters, January 2003, the Institution of Engineering and Technology (the IET)

    Mehmet Kemal Güllü

  79. Image sequence stabilisation using fuzzy adaptive Kalman filtering

    Article • Electronics Letters, January 2003, the Institution of Engineering and Technology (the IET)

    Mehmet Kemal Güllü

  80. Blotch Removal for Archive Films

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü

  81. Flicker removal for archive films

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Mehmet Kemal Güllü