What to do When You Don't Have Gold Standard Images to Compare Your Processed Images How to Measure the Quality of Images When You Don't Have Gold Standard Images to Compare In the realm of image analysis and processing, quantifying image quality forms a crucial cornerstone of various methodologies. This is especially true when there's a lack of gold standard images or ground truth to set the benchmark. In such scenarios, we're often left asking: how can we measure image quality objectively or subjectively? Let's delve into this topic with an emphasis on establishing robust and reliable metrics for image quality analysis. Objective Measurement of Image Quality Without Ground Truth Objective quality metrics quantify the difference between two images based on numerical methods. But, how do we assess image quality objectivel...
The ongoing armed conflict in Sudan, which erupted in 2023, is a complex interplay of political, ethnic, and economic tensions. The epicenters of this conflict are the capital city, Khartoum, and the Darfur region. The struggle for power and control over resources has fueled the conflict, leading to numerous casualties and widespread displacement of people. The scarcity of vital resources such as water, fertile agricultural land, oil, and minerals has significantly contributed to the conflict. The Nile River, a critical water source, has become a point of contention. The availability of fertile agricultural land has led to intensified competition as the population grows and climate changes. Sudan's significant oil reserves, especially in the South, and the control and distribution of oil revenues have been a source of tension. The Darfur region, rich in various minerals, including gold, has seen conflict over control of these resources. However, it's important to note that thes...