Extracts figures, tables, captions, figure names/numbers, section titles, and in-figure text from scholarly (computer science) PDFs, with page location and bounding boxes; renders extracted figures as raster (PNG/JPEG) or vector (SVG/PS/EPS, via pdftocairo) images; supports multi-threaded batch processing and includes debugging visualization tools.