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Fewer Clicks, Faster Maps: Optimizing Remote Sensing Labeling

Mittal (Autor)

Buch | Softcover

88 Seiten

2024
tredition (Verlag)
978-3-384-28043-5 (ISBN)

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Remote sensing, using satellites and aircraft to gather Earth data, is crucial for tasks like disaster response, monitoring deforestation, and tracking crop health. However, analyzing this data often requires labeling - identifying features like buildings, forests, or flooded areas - which can be a tedious, time-consuming process.This title highlights the importance of streamlining this process. "Fewer clicks" refers to developing techniques that reduce the number of clicks or actions needed to label each feature. This could involve automating repetitive tasks or using machine learning algorithms to assist with labeling."Faster maps" emphasizes the ultimate goal - generating accurate and detailed maps more quickly. By optimizing labeling, scientists and analysts can spend less time on repetitive tasks and more time extracting valuable insights from remote sensing data. This leads to faster decision-making and a more efficient response to various challenges.

Dr./Mr./Ms. Mettal is a [Area of Expertise] with extensive experience in the healthcare industry. Their work focuses on [mention Mettal's area of focus related to the book's topic, e.g., healthcare cost analysis, patient population management]. Dr./Mr./Ms. Mettal is passionate about improving healthcare affordability and has dedicated their career to developing strategies to reduce costs while maintaining quality care. Expertise: Identifying high-need, high-cost patient populations Healthcare cost analysis and management [Mention 2-3 relevant areas of expertise] Publications: Identifying High-Need, High-Cost Patients: A Key to Reducing Healthcare Costs (current book) [List any other relevant publications by Mettal] Experience: Dr./Mr./Ms. Mettal has a proven track record of success in [mention relevant experience, e.g., developing and implementing cost-saving initiatives, conducting research on patient populations]. Their work has been instrumental in [mention the impact of Mettal's work, e.g., improving healthcare efficiency, reducing hospital readmission rates]. Note: Replace the bracketed information with the specific details about Dr./Mr./Ms. Mettal. Feel free to adjust the wording to best reflect Mettal's background and expertise. If details are unavailable, you can remove bracketed sections or replace them with generic descriptions.

Erscheint lt. Verlag	5.7.2024
Verlagsort	shan road
Sprache	englisch
Maße	155 x 234 mm
Gewicht	162 g
Themenwelt	Sachbuch/Ratgeber ► Freizeit / Hobby ► Singen / Musizieren
Themenwelt	Sachbuch/Ratgeber ► Geschichte / Politik ► Regional- / Landesgeschichte
Schlagworte	Art & science • Building High-Accuracy • Efficient Labeling • Faster Map Production • From Clicks to Maps • Machine Learning for Labeling • Next-Gen Remote • Open Source Tools for Labeling pen_spark • Open Source Tools for Labeling pen_spark • Optimizing Image • Remote Sensing • Streamlined Workflows
ISBN-10	3-384-28043-1 / 3384280431
ISBN-13	978-3-384-28043-5 / 9783384280435
Zustand	Neuware