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Video anomaly detection for anomaly-based video search
anomaly An anomaly in a video stream is any motion, behaviour, or event that deviates from an established normal pattern. An anomaly can be a person moving against the crowd, an object left unattended, or a vehicle taking an unexpected route. Anomaly is rare by definition, and yet anomaly is exactly what operators search for […]
Behavior-based forensic video search for rapid analysis
Modern forensic video analytics for behaviour-based forensic search Behavior-based forensic search focuses on what people do inside video, not just where or when a clip was recorded. It uses pattern recognition to find acts, gestures, and interactions that match an investigator’s intent. Traditional metadata-driven methods depend on TAGS, timestamps, and camera identifiers. They require precise […]
Attribute search CCTV video with AI-powered analytics
Introduction to video surveillance and attribute search Video surveillance plays a core role in modern security. It records activity across entryways, perimeters, public spaces, and critical infrastructure. Security teams use it to monitor, verify, and respond. However, traditional review methods force operators to scrub hours of recorded video. This slows response. It also wastes valuable […]
Surveillance algorithm for clothing-based person search CCTV
Introduction: Real-Time Clothing-Based Person Search Real-time clothing-based person search answers a common problem in urban monitoring. First, identifying individuals in low-quality CCTV footage is hard. Second, faces are often obscured, blurred, or out of frame. Therefore, clothing attributes such as colour, pattern, and texture offer a robust cue compared with facial recognition. Also, clothing tends […]
AI LPR Camera System for Vehicle Search CCTV
Introduction to AI and LPR: Core Concepts First, this chapter defines AI for CCTV surveillance and LPR fundamentals in clear terms. AI stands for Artificial Intelligence. It enables systems to analyse video, recognise patterns, and prioritise events. Also, AI helps control rooms move from raw alerts to context and decisions. For example, visionplatform.ai turns existing […]
Person search CCTV: AI forensic camera surveillance
AI search and Video Analytics: Enhancing CCTV Person Detection Modern control rooms now depend on AI to turn streams into useful signals, and this shift improves response and reduces wasted effort. AI models analyse pixels, extract patterns, and classify human shapes with speed. Deep learning and machine learning drive most of these gains, and they […]
