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Journal of Imaging, Volume 8, Issue 12

December 2022 - 20 articles

Cover Story: High-level programming languages are becoming increasingly important for satellite image processing. Python and R present advanced solutions for cartography, where spatial data are processed by scripting algorithms and visualized on maps. Remote sensing (RS) data have great potential for Earth observation as a key source of geoinformation. In this work, we used EarthPy library and R packages ‘raster’ and ‘terra’ for processing RS data on the Côte d’Ivoire, West Africa. Using Python and R scripts, we computed vegetation indices NDVI, EVI2, SAVI, and ARVI2 for Landsat-9 OLI/TIRS in Yamoussoukro and performed topographic modeling on Kossou Lake by SRTM DEM. We demonstrated the effectiveness of Python and R for satellite image processing. View this paper
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Articles (20)

  • Article
  • Open Access
4 Citations
2,894 Views
13 Pages

19 December 2022

Single-photon emission computed tomography (SPECT) images can significantly help physicians in diagnosing patients with coronary artery or suspected coronary artery diseases. However, these images are grayscale with qualities that are not readily vis...

  • Article
  • Open Access
7 Citations
4,395 Views
11 Pages

Effects of Image Quality on the Accuracy Human Pose Estimation and Detection of Eye Lid Opening/Closing Using Openpose and DLib

  • Run Zhou Ye,
  • Arun Subramanian,
  • Daniel Diedrich,
  • Heidi Lindroth,
  • Brian Pickering and
  • Vitaly Herasevich

19 December 2022

Objective: The application of computer models in continuous patient activity monitoring using video cameras is complicated by the capture of images of varying qualities due to poor lighting conditions and lower image resolutions. Insufficient literat...

  • Article
  • Open Access
6 Citations
2,684 Views
9 Pages

3D Ultrasound versus Computed Tomography for Tumor Volume Measurement Compared to Gross Pathology—A Pilot Study on an Animal Model

  • Fatemeh Makouei,
  • Caroline Ewertsen,
  • Tina Klitmøller Agander,
  • Mikkel Vestergaard Olesen,
  • Bente Pakkenberg and
  • Tobias Todsen

19 December 2022

The margin of the removed tumor in cancer surgery has an important influence on survival. Adjuvant treatments, prognostic complications, and financial costs are required when the pathologist observes a close/positive surgical margin. Ex vivo imaging...

  • Article
  • Open Access
5 Citations
3,494 Views
22 Pages

15 December 2022

Cross-Modal Hashing (CMH) retrieval methods have garnered increasing attention within the information retrieval research community due to their capability to deal with large amounts of data thanks to the computational efficiency of hash-based methods...

  • Article
  • Open Access
4 Citations
3,500 Views
10 Pages

Fully Automated Segmentation Models of Supratentorial Meningiomas Assisted by Inclusion of Normal Brain Images

  • Kihwan Hwang,
  • Juntae Park,
  • Young-Jae Kwon,
  • Se Jin Cho,
  • Byung Se Choi,
  • Jiwon Kim,
  • Eunchong Kim,
  • Jongha Jang,
  • Kwang-Sung Ahn and
  • Sangsoo Kim
  • + 1 author

15 December 2022

To train an automatic brain tumor segmentation model, a large amount of data is required. In this paper, we proposed a strategy to overcome the limited amount of clinically collected magnetic resonance image (MRI) data regarding meningiomas by pre-tr...

  • Article
  • Open Access
8 Citations
5,092 Views
28 Pages

Embedded Vision Intelligence for the Safety of Smart Cities

  • Jon Martin,
  • David Cantero,
  • Maite González,
  • Andrea Cabrera,
  • Mikel Larrañaga,
  • Evangelos Maltezos,
  • Panagiotis Lioupis,
  • Dimitris Kosyvas,
  • Lazaros Karagiannidis and
  • Eleftherios Ouzounoglou
  • + 1 author

14 December 2022

Advances in Artificial intelligence (AI) and embedded systems have resulted on a recent increase in use of image processing applications for smart cities’ safety. This enables a cost-adequate scale of automated video surveillance, increasing th...

  • Article
  • Open Access
1 Citations
3,710 Views
19 Pages

12 December 2022

Tone mapping functions are applied to images to compress the dynamic range of an image, to make image details more conspicuous, and most importantly, to produce a pleasing reproduction. Contrast Limited Histogram Equalization (CLHE) is one of the sim...

  • Article
  • Open Access
2 Citations
3,480 Views
21 Pages

9 December 2022

Automatic Speech Recognition (ASR) systems are ubiquitous in various commercial applications. These systems typically rely on machine learning techniques for transcribing voice commands into text for further processing. Despite their success in many...

  • Article
  • Open Access
8 Citations
4,328 Views
14 Pages

Disease Recognition in X-ray Images with Doctor Consultation-Inspired Model

  • Kim Anh Phung,
  • Thuan Trong Nguyen,
  • Nileshkumar Wangad,
  • Samah Baraheem,
  • Nguyen D. Vo and
  • Khang Nguyen

5 December 2022

The application of chest X-ray imaging for early disease screening is attracting interest from the computer vision and deep learning community. To date, various deep learning models have been applied in X-ray image analysis. However, models perform i...

  • Article
  • Open Access
1 Citations
2,265 Views
14 Pages

Image Decomposition Technique Based on Near-Infrared Transmission

  • Toto Aminoto,
  • Purnomo Sidi Priambodo and
  • Harry Sudibyo

3 December 2022

One way to diagnose a disease is to examine pictures of tissue thought to be affected by the disease. Near-infrared properties are subdivided into nonionizing, noninvasive, and nonradiative properties. Near-infrared also has selectivity properties fo...

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J. Imaging - ISSN 2313-433X