Key Java‑specific details

| Component | Java API | Parallelisation | Memory Management | |-----------|----------|----------------|-------------------| | Frame Extraction | MediaPlayer (JavaFX) | ExecutorService for decoding pipelines | DirectByteBuffer for zero‑copy | | Selection | Custom Predicate<BufferedImage> | ForkJoinPool for evaluating saliency in parallel | Weak references for cached frames | | Layout Optimiser | Pure Java implementation of Guillotine packing | ParallelStream over tile candidates | Immutable layout objects | | Colour Normaliser | RescaleOp + LookupOp | GPU via bindings (JOGL) | Reuse of BufferedImage backing arrays | | Mosaic Renderer | Graphics2D.drawImage with AffineTransform | Off‑screen Canvas rendered on a separate thread | Double‑buffered to avoid tearing |

A representative experiment (n = 30 participants, security‑camera footage) reported: , IR = 0.78 ± 0.05 , L = 78 ms , and a 30 % faster target‑identification time compared to linear browsing.

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During the Middle Ages, mosaic art continued to evolve, with Byzantine artists creating stunning works of art using glass and gold. The Renaissance saw a resurgence of interest in classical mosaic techniques, with artists such as Michelangelo and Raphael creating breathtaking works of art.

+-------------------+ +-------------------+ +-------------------+ | Video Source | ---> | Frame Extraction | ---> | Frame Selection | +-------------------+ +-------------------+ +-------------------+ | | v v +-------------------+ +-------------------+ | Layout Optimiser | | Colour Normaliser | +-------------------+ +-------------------+ | | +--------+--------+ | v +-------------------+ | Mosaic Renderer | +-------------------+ | v +-------------------+ | Output (HD stream)| +-------------------+