Towards a combined sparse representation and unmixing based hybrid hyperspectral resolution enhancement method

Author(s):  
Claas Grohnfeldt ◽  
Xiao Xiang Zhu
2018 ◽  
Vol 2 (2) ◽  
pp. 1800137 ◽  
Author(s):  
Yue Liu ◽  
Qiaomei Sun ◽  
Wanheng Lu ◽  
Hongli Wang ◽  
Yao Sun ◽  
...  

2021 ◽  
Author(s):  
Muhammad Sajid ◽  
Ahmad Riza Ghazali

Abstract Seismic resolution plays an important role not only in interpretation and reservoir characterization but also in seismic inversion and seismic attributes analysis. The resolution depends on several factors, including seismic frequency bandwidth, dominant frequency, and layer velocity. This paper presents a spectral resolution enhancement approach that is based on Non-stationary Differential Resolution (NSDR) that honors the local structural dip, better preserves amplitude and improves target-oriented seismic interpretation. The proposed technology is applied to both 2D and 3D seismic volumes and findings are compared with the oil industry common spectral enhancement algorithms. We demonstrate the target-oriented dip steering spectral enhancement method on two 3D field datasets and compare the resulting outcome with those obtained by conventional techniques. It is found that thinly layered subsurface geological features with steeply dipping beds are better defined, with artifacts from the conflicting dips removed.


1989 ◽  
Vol 33 ◽  
pp. 409-416
Author(s):  
Katsumi Ohno ◽  
Hiroshi Harada ◽  
Toshihiro Yamagata ◽  
Michio Yamazaki

AbstractA numerical resolution-enhancement method was developed for x-ray diffraction data measured with a conventional x-ray diffractometer. This method removes the instrumental broadening due to x-ray optics, including the spectral distribution of the x-ray source such as the CuKα doublet. The advantages of this method are to separate the cluster of peaks in x-ray powder patterns into individual peaks without previous knowledge of the number of peaks, and to remove CuKα2 reflection peaks automatically.The instrumental window function, which was approximated by a modified pseudo-Voigt function, was calculated from the measured diffraction pattern of NBS Standard Reference Materials (640B) by a non-linear least squares method. The simple diffraction patterns, including no CuKα2 peaks, were obtained from the diffraction patterns measured with the conventional x-ray diffractometer by using the window function mentioned above.The application of the method of determination of the lattice misfit between γ and γ phases in Ni-base superalloys was also described.


2015 ◽  
Vol 77 (22) ◽  
Author(s):  
Siti Aisyah ◽  
Fitri Arnia

A good quality image is required in various applications such as object identification and authentication. This research presents the performance of image resolution enhancement method, in which the low-resolution image originated from low-resolution CCTV video. The enhancement method is initialized by averaging video frames and continued by interpolating the resulted images using the existing interpolation techniques, namely bilinear, bi-cubic, nearest neighbor and spleen. Frame rate of 15 and 25 frames per second (fps) has been applied to the testing video. The result shows that the differences of frame rate and number of the averaged frame would affect image quality. Subjective assessment of respondents of MOS above 3 has been obtained by increasing the frame rate and the number of averaging frames.  


2015 ◽  
Vol 2015 ◽  
pp. 1-12 ◽  
Author(s):  
Karen Flores De Jesus ◽  
Marvin H. Cheng ◽  
Lei Jiang ◽  
Ezzat G. Bakhoum

Tactile sensors are one of the major devices that enable robotic systems to interact with the surrounding environment. This research aims to propose a mathematical model to describe the behavior of a tactile sensor based on experimental and statistical analyses and moreover to develop a versatile algorithm that can be applied to different tactile sensor arrays to enhance the limited resolution. With the proposed algorithm, the resolution can be increased up to twenty times if multiple measurements are available. To verify if the proposed algorithm can be used for tactile sensor arrays that are used in robotic system, a16×10force sensing array (FSR) is adopted. The acquired two-dimensional measurements were processed by a resolution enhancement method (REM) to enhance the resolution, which can be used to improve the resolution for single image or multiple measurements. As a result, the resolution of the sensor is increased and it can be used as synthetic skin to identify accurate shapes of objects and applied forces.


2015 ◽  
Vol 23 (23) ◽  
pp. 29353 ◽  
Author(s):  
Lei Wang ◽  
Chuang Wang ◽  
Haoran Zhang ◽  
Feng Xia ◽  
Cong Wang ◽  
...  

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