Image Feature Extraction: Shape, Color, and Texture Descriptors

Shape Descriptors

Contour-Based Shape Descriptors

DescriptorDescription
Shape SignatureRepresents the shape of an object as a one-dimensional function extracted from contour points. Examples include distance to centroid, tangent angle, curvature, or arc length. It provides a compact representation for shape analysis and matching.
Convex HullDefines the smallest convex polygon enclosing the shape. It simplifies complex shapes by excluding concavities, providing a more generalized outline. Useful for
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Key Concepts in Genetics: Gene, Locus, and Allele

Key Concepts in Genetics

The Gene

A gene is organized in a linear sequence of nucleotides in the molecule of DNA (or RNA in the case of some viruses), which contains the information necessary for the synthesis of a macromolecule with specific cellular function, usually proteins, but also mRNA, rRNA, and tRNA.

The Locus

In biology, a locus is a fixed position on a chromosome, the position of a gene or a genetic marker. A variant of the DNA sequence at a given locus is called an allele. The ordered list

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World Trade Organization Law: Principles, Dispute Resolution, and Key Agreements

Non-Discrimination Principles in WTO Services Trade

Non-discrimination in services under international trade law, specifically within the World Trade Organization (WTO), is governed by two key principles:

  • Most-Favored-Nation (MFN) Treatment: Countries must treat all WTO members equally, meaning any favorable treatment given to one member must be extended to all others.
  • National Treatment: Foreign services and service providers must be treated no less favorably than domestic ones once they have entered
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Spanish Crisis, Dictatorship, Republic, and the Road to WWII

Crisis of the Spanish Restoration and Dictatorship (1900-1931)

In the early decades of the twentieth century, the political system of the Restoration entered its final crisis. This crisis was manifested in:

  • Popular Uprisings: Notably the Tragic Week in Barcelona.
  • General Strikes: The government managed to suppress strikes and negotiate with the military.
  • Government Instability: 13 governments were formed in rapid succession.
  • Rural Demonstrations: The Bolshevik Triennium (1918–1922) saw land occupations.
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Wellness Trends, Indian Art, and Ancient Kingdoms

Understanding Health Consciousness

Health consciousness is the degree to which an individual is aware of, interested in, and actively monitors their own health while making lifestyle choices to maintain or improve their well-being. It involves a mindset where health considerations—encompassing physical, mental, and social well-being—are integrated into daily decisions about diet, exercise, stress management, and consumption habits.

Defining Health Consciousness

Health consciousness is a psychosocial

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Sociology of Space and Architecture: Social Groups, Proxemics, Institutions

1. Sociology and Social Groups

Sociology is the scientific study of human social behavior, examining how people interact in groups ranging from small personal units to large institutions.

Primary Social Groups

  • Small, intimate, face-to-face groups (micro level).
  • Primary agents of socialization.
  • Fulfill emotional needs and shape identity.
  • Examples: family, close friends, married couples.
  • Members are allowed into intimate space (0–50 cm).

Secondary Social Groups

  • Large, formal, impersonal groups (macro level)
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Data Structures and Algorithms Code Snippets

Data Structures and Algorithms Implementations

Merge Sort Implementation

The mergeSort method recursively divides the array and then merges the sorted halves.

public static void mergeSort(int[] array) {
    int length = array.length;
    if (length <= 1)
        return;

    int middle = length / 2;
    int[] leftArray = new int[middle];
    int[] rightArray = new int[length - middle];

    int j = 0;
    for (int i = 0; i < length; i++) {
        if (i < middle)
            leftArray[i] =
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The Nine Ways We Lie: Understanding Deception and Trust

The Many Forms of Deception

Lying is a common practice; it is something we all do. Sometimes the falsehoods are small, sometimes they are bigger, but deception is always present. In her essay The Ways We Lie, Stephanie Ericsson explains that lying isn’t just one thing—it serves different purposes, such as:

  • To protect ourselves.
  • To dodge responsibility.
  • To make life easier.

The problem is that even the “harmless” lies deteriorate trust and honesty, distort communication, and weaken personal integrity.

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Criminology Concepts: Labeling, Conflict, and Data Measurement

Criminological Paradigms

  • Interactionism
  • Critical Theory

Key Principles of Labeling Theory

The focus is on what happens after the action, not what preceded or caused the action.

Primary Deviance

  • Occasional or situational behavior that may be excused or rationalized by the actor or the audience.
  • The initial act of deviance that goes relatively unpunished.

Secondary Deviance

  • Deviant behavior triggered by social reactions that follow primary deviance.
  • Deviance that occurs after a person is labeled criminal.

Deviance

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The State and Sovereignty in Political Science

Functions and Nature of the State

In political science, understanding the boundaries and functions of the State is essential, as the term is often colloquially confused with “government,” “society,” or “nation.”

Primary Functions of the Modern State

The modern state serves two primary categories of functions: Essential (Compulsory) and Welfare (Optional).

Essential Functions

These are required for the very survival and identity of the state:

  • Protection of Sovereignty: Maintaining a military to defend
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