Scene boundary detection is a crucial task in video analysis, facilitating tasks such as video summarization, indexing, and content-based retrieval. In this paper, we present a comprehensive review of various approaches and methodologies employed for scene boundary detection. We analyze the strengths and limitations of different techniques and highlight emerging trends and challenges in the field.