Extracting images from PDF #1610

qwertynik · 2022-02-24T14:04:41Z

qwertynik
Feb 24, 2022

Looking for ways to extract images visible in a PDF and find their Rect, or location and height+width

Came across this script to extract images. The method use is doc.get_page_images(pno).
However, as stated in this comment this method may list images that are not shown in the pdf.

Used this script

import fitz

pdfPath = "test.pdf"
doc = fitz.open(pdfPath)
page = doc[0]
imageInfo = page.get_image_info()

for image in imageInfo:
    print(image)

However, noticed many duplicated entries (based on the Rect value) in the output.

Any ideas to achieve the desired outcome would help.

{'number': 20, 'bbox': (43.0, 1712.0, 600.0, 1786.0), 'transform': (557.0, 0.0, 0.0, 74.0, 43.0, 1712.0), 'width': 557, 'height': 74, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 165576}
{'number': 21, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 22, 'bbox': (43.0, 1718.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 81.0, 43.0, 1718.0), 'width': 557, 'height': 81, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 181172}
{'number': 23, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 24, 'bbox': (43.0, 1717.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 82.0, 43.0, 1717.0), 'width': 557, 'height': 82, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 183400}
{'number': 25, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 26, 'bbox': (43.0, 1715.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 84.0, 43.0, 1715.0), 'width': 557, 'height': 84, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 187856}
{'number': 27, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 28, 'bbox': (43.0, 1713.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 86.0, 43.0, 1713.0), 'width': 557, 'height': 86, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 192312}
{'number': 29, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 30, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 31, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 32, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 33, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 34, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 35, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 36, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 37, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 38, 'bbox': (43.0, 1712.0, 600.0, 1799.0), 'transform': (557.0, 0.0, 0.0, 87.0, 43.0, 1712.0), 'width': 557, 'height': 87, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 194540}
{'number': 47, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 48, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 49, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 50, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 51, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 52, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 53, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 54, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 55, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 56, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 57, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 58, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 59, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 60, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 61, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 62, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 63, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 64, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 65, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 66, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 67, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 68, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 69, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 70, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 71, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 72, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 73, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 74, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 75, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 76, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 77, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 78, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 79, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 80, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 81, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 82, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 83, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 84, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 85, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 86, 'bbox': (1.0, 200.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 60.0, 1.0, 200.0), 'width': 599, 'height': 60, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 144464}
{'number': 87, 'bbox': (1.0, 203.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 57.0, 1.0, 203.0), 'width': 599, 'height': 57, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 137276}
{'number': 88, 'bbox': (1.0, 205.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 55.0, 1.0, 205.0), 'width': 599, 'height': 55, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 132484}
{'number': 89, 'bbox': (1.0, 208.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 52.0, 1.0, 208.0), 'width': 599, 'height': 52, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 125296}
{'number': 90, 'bbox': (1.0, 210.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 50.0, 1.0, 210.0), 'width': 599, 'height': 50, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 120504}
{'number': 91, 'bbox': (1.0, 213.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 47.0, 1.0, 213.0), 'width': 599, 'height': 47, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 113316}
{'number': 92, 'bbox': (1.0, 215.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 45.0, 1.0, 215.0), 'width': 599, 'height': 45, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 108524}
{'number': 93, 'bbox': (1.0, 218.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 42.0, 1.0, 218.0), 'width': 599, 'height': 42, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 101336}
{'number': 94, 'bbox': (1.0, 220.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 40.0, 1.0, 220.0), 'width': 599, 'height': 40, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 96544}
{'number': 95, 'bbox': (1.0, 223.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 37.0, 1.0, 223.0), 'width': 599, 'height': 37, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 89356}
{'number': 96, 'bbox': (1.0, 225.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 35.0, 1.0, 225.0), 'width': 599, 'height': 35, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 84564}
{'number': 97, 'bbox': (1.0, 228.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 32.0, 1.0, 228.0), 'width': 599, 'height': 32, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 77376}
{'number': 98, 'bbox': (1.0, 230.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 30.0, 1.0, 230.0), 'width': 599, 'height': 30, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 72584}
{'number': 99, 'bbox': (1.0, 233.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 27.0, 1.0, 233.0), 'width': 599, 'height': 27, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 65396}
{'number': 100, 'bbox': (1.0, 235.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 25.0, 1.0, 235.0), 'width': 599, 'height': 25, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 60604}
{'number': 101, 'bbox': (1.0, 238.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 22.0, 1.0, 238.0), 'width': 599, 'height': 22, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 53416}
{'number': 102, 'bbox': (1.0, 240.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 20.0, 1.0, 240.0), 'width': 599, 'height': 20, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 48624}
{'number': 103, 'bbox': (1.0, 243.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 17.0, 1.0, 243.0), 'width': 599, 'height': 17, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 41436}
{'number': 104, 'bbox': (1.0, 245.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 15.0, 1.0, 245.0), 'width': 599, 'height': 15, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 36644}
{'number': 105, 'bbox': (1.0, 248.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 12.0, 1.0, 248.0), 'width': 599, 'height': 12, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 29456}
{'number': 106, 'bbox': (1.0, 250.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 10.0, 1.0, 250.0), 'width': 599, 'height': 10, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 24664}
{'number': 107, 'bbox': (1.0, 253.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 7.0, 1.0, 253.0), 'width': 599, 'height': 7, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 17476}
{'number': 108, 'bbox': (1.0, 255.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 5.0, 1.0, 255.0), 'width': 599, 'height': 5, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 12684}
{'number': 109, 'bbox': (1.0, 258.0, 600.0, 260.0), 'transform': (599.0, 0.0, 0.0, 2.0, 1.0, 258.0), 'width': 599, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 5496}
{'number': 110, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 111, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 112, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 113, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 114, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 115, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 116, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 117, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 118, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 119, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 120, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 121, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 122, 'bbox': (0.0, 0.0, 0.0, 0.0), 'transform': (0.0, 0.0, 0.0, 0.0, 0.0, 0.0), 'width': 0, 'height': 0, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 704}
{'number': 123, 'bbox': (0.0, 112.0, 600.0, 260.0), 'transform': (600.0, 0.0, 0.0, 148.0, 0.0, 112.0), 'width': 600, 'height': 148, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 355904}
{'number': 124, 'bbox': (0.0, 112.0, 600.0, 136.0), 'transform': (600.0, 0.0, 0.0, 24.0, 0.0, 112.0), 'width': 600, 'height': 24, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 58304}
{'number': 125, 'bbox': (0.0, 112.0, 600.0, 260.0), 'transform': (600.0, 0.0, 0.0, 148.0, 0.0, 112.0), 'width': 600, 'height': 148, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 355904}
{'number': 126, 'bbox': (509.0, 112.0, 600.0, 260.0), 'transform': (91.0, 0.0, 0.0, 148.0, 509.0, 112.0), 'width': 91, 'height': 148, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 54576}
{'number': 129, 'bbox': (412.0, 1784.0, 468.0, 1785.0), 'transform': (56.0, 0.0, 0.0, 1.0, 412.0, 1784.0), 'width': 56, 'height': 1, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 928}
{'number': 130, 'bbox': (412.0, 1784.0, 468.0, 1785.0), 'transform': (56.0, 0.0, 0.0, 1.0, 412.0, 1784.0), 'width': 56, 'height': 1, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 928}
{'number': 131, 'bbox': (414.0, 1786.0, 472.0, 1787.0), 'transform': (58.0, 0.0, 0.0, 1.0, 414.0, 1786.0), 'width': 58, 'height': 1, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 936}
{'number': 132, 'bbox': (414.0, 1786.0, 472.0, 1787.0), 'transform': (58.0, 0.0, 0.0, 1.0, 414.0, 1786.0), 'width': 58, 'height': 1, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 936}
{'number': 133, 'bbox': (412.0, 1795.0, 468.0, 1796.0), 'transform': (56.0, 0.0, 0.0, 1.0, 412.0, 1795.0), 'width': 56, 'height': 1, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 928}
{'number': 134, 'bbox': (412.0, 1795.0, 468.0, 1796.0), 'transform': (56.0, 0.0, 0.0, 1.0, 412.0, 1795.0), 'width': 56, 'height': 1, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 928}
{'number': 135, 'bbox': (414.0, 1793.0, 472.0, 1795.0), 'transform': (58.0, 0.0, 0.0, 2.0, 414.0, 1793.0), 'width': 58, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1168}
{'number': 136, 'bbox': (414.0, 1793.0, 472.0, 1795.0), 'transform': (58.0, 0.0, 0.0, 2.0, 414.0, 1793.0), 'width': 58, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1168}
{'number': 137, 'bbox': (415.0, 1791.0, 473.0, 1793.0), 'transform': (58.0, 0.0, 0.0, 2.0, 415.0, 1791.0), 'width': 58, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1168}
{'number': 138, 'bbox': (415.0, 1791.0, 473.0, 1793.0), 'transform': (58.0, 0.0, 0.0, 2.0, 415.0, 1791.0), 'width': 58, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1168}
{'number': 139, 'bbox': (415.0, 1789.0, 473.0, 1791.0), 'transform': (58.0, 0.0, 0.0, 2.0, 415.0, 1789.0), 'width': 58, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1168}
{'number': 140, 'bbox': (415.0, 1789.0, 473.0, 1791.0), 'transform': (58.0, 0.0, 0.0, 2.0, 415.0, 1789.0), 'width': 58, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1168}
{'number': 141, 'bbox': (415.0, 1787.0, 473.0, 1789.0), 'transform': (58.0, 0.0, 0.0, 2.0, 415.0, 1787.0), 'width': 58, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1168}
{'number': 142, 'bbox': (415.0, 1787.0, 473.0, 1789.0), 'transform': (58.0, 0.0, 0.0, 2.0, 415.0, 1787.0), 'width': 58, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1168}
{'number': 143, 'bbox': (146.0, 1795.0, 202.0, 1796.0), 'transform': (56.0, 0.0, 0.0, 1.0, 146.0, 1795.0), 'width': 56, 'height': 1, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 928}
{'number': 144, 'bbox': (146.0, 1795.0, 202.0, 1796.0), 'transform': (56.0, 0.0, 0.0, 1.0, 146.0, 1795.0), 'width': 56, 'height': 1, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 928}
{'number': 145, 'bbox': (142.0, 1793.0, 201.0, 1795.0), 'transform': (59.0, 0.0, 0.0, 2.0, 142.0, 1793.0), 'width': 59, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1176}
{'number': 146, 'bbox': (142.0, 1793.0, 201.0, 1795.0), 'transform': (59.0, 0.0, 0.0, 2.0, 142.0, 1793.0), 'width': 59, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1176}
{'number': 147, 'bbox': (146.0, 1784.0, 202.0, 1785.0), 'transform': (56.0, 0.0, 0.0, 1.0, 146.0, 1784.0), 'width': 56, 'height': 1, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 928}
{'number': 148, 'bbox': (146.0, 1784.0, 202.0, 1785.0), 'transform': (56.0, 0.0, 0.0, 1.0, 146.0, 1784.0), 'width': 56, 'height': 1, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 928}
{'number': 149, 'bbox': (142.0, 1786.0, 201.0, 1787.0), 'transform': (59.0, 0.0, 0.0, 1.0, 142.0, 1786.0), 'width': 59, 'height': 1, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 940}
{'number': 150, 'bbox': (142.0, 1786.0, 201.0, 1787.0), 'transform': (59.0, 0.0, 0.0, 1.0, 142.0, 1786.0), 'width': 59, 'height': 1, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 940}
{'number': 151, 'bbox': (141.0, 1787.0, 200.0, 1789.0), 'transform': (59.0, 0.0, 0.0, 2.0, 141.0, 1787.0), 'width': 59, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1176}
{'number': 152, 'bbox': (141.0, 1787.0, 200.0, 1789.0), 'transform': (59.0, 0.0, 0.0, 2.0, 141.0, 1787.0), 'width': 59, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1176}
{'number': 153, 'bbox': (141.0, 1789.0, 200.0, 1791.0), 'transform': (59.0, 0.0, 0.0, 2.0, 141.0, 1789.0), 'width': 59, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1176}
{'number': 154, 'bbox': (141.0, 1789.0, 200.0, 1791.0), 'transform': (59.0, 0.0, 0.0, 2.0, 141.0, 1789.0), 'width': 59, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1176}
{'number': 155, 'bbox': (141.0, 1791.0, 200.0, 1793.0), 'transform': (59.0, 0.0, 0.0, 2.0, 141.0, 1791.0), 'width': 59, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1176}
{'number': 156, 'bbox': (141.0, 1791.0, 200.0, 1793.0), 'transform': (59.0, 0.0, 0.0, 2.0, 141.0, 1791.0), 'width': 59, 'height': 2, 'colorspace': 3, 'cs-name': 'DeviceRGB', 'xres': 96, 'yres': 96, 'bpc': 8, 'size': 1176}

JorjMcKie · 2022-02-24T14:38:04Z

JorjMcKie
Feb 24, 2022
Maintainer

Yeah, old baggage is kind of a curse at times.
doc.get_page_images(pno) is an old method, and it simply shows the image items in the page's /Resources. Aggravatingly, the page may even just inherit a centrally defined /Resources object and not have one of its own. So this information cannot reliably tell us, which images are displayed by a page.
In addition, a page (in PDF) may display images defined in its /Contents object(s). These do not have an xref at all, and they are only known by this page.

Some help is page.get_image_info(), which under the hood uses page.get_text() (!). As you will know, this method works for all document types - not only for PDF.
It will contain information of all images actually shown by the page. The method will deliver an item for each image display command. So you will see duplicates if the page display the same image multiple times.
But because of its "universal" validity, extra effort is required to link back this information to the PDF definitions, when we are dealing with PDFs.
To help sorting things out, the method has parameters xrefs=False and hashes=False. If setting hashes to true, each item will contain key digest, a bytes object of length 16, which is a unique identifier for an image.
If setting xrefs=True, there will be the key xref in each item, which is the xref of the image if present, or zero. xrefs=True implies hashes=True.

So using the digest value, it should be easy to identify duplicates

1 reply

qwertynik Feb 25, 2022
Author

@JorjMcKie

Had earlier assumed that an image with an xref value of 0 can be ignored. For PDF currently being tested that held well. However, on re-reading this

In addition, a page (in PDF) may display images defined in its /Contents object(s). These do not have an xref at all, and they are only known by this page.

realized that ignoring images with xref of 0 may not be a wise choice to make. Wondering now if there is a concrete or at least more robust way of knowing locations where images are shown in the PDF?

Code snipped in use currently:

import fitz

pdfPath = "test.pdf"
doc = fitz.open(pdfPath)
page = doc[0]
imageInfo = page.get_image_info(hashes=True, xrefs=True)

uniqueDigests = set()
print("Total images: ", len(imageInfo)) //prints 4

for image in imageInfo:
    if image["xref"] == 0:
        continue

    uniqueDigests.add(image["digest"])
    print(image)

print("Unique images: ", len(uniqueDigests)) // print 2

JorjMcKie · 2022-02-25T08:30:15Z

JorjMcKie
Feb 25, 2022
Maintainer

The get_image_info() method does show all bboxes of all images. Together with the transformation matrix which tells us what happened to the image to make it appear on the page where and how (scaling, rotation, flipping).
What do you mean by "more robust"?

Nonetheless, inline images (those with xref=0) mostly are (by PDF recommendation: should be) less than 4KB in size. Typically they are used for little eyecatchers, special bullet points and such. But I have also seen other examples.
Looking at the /Contents source, inline images are wrapped in b"BI" / b"EI" strings. Together with some metadata, they otherwise are just the normal binary content of PNG, JPG or whatever.

8 replies

qwertynik Feb 25, 2022
Author

Should not happen. I would like to see that example.

Digging deeper to verify if it is truly the case. Have been experimenting with this since a while now.
@JorjMcKie
Update:
This is not the case.

qwertynik Feb 25, 2022
Author

@JorjMcKie
Assuming transform property can change where the image appears or is seen in the PDF, in what ways should the bbox be changed such that it represents the visual location.

JorjMcKie Feb 25, 2022
Maintainer

The transform matrix is applied to the image original's rectangle, see here.
The outcome is the bbox on the page.
One can inspect that matrix to see what actually has been happening. For example (59.0, 0.0, 0.0, 2.0, 141.0, 1791.0) means this has happened to the image rectangle (imagined to be equal to (0, 0, 1, 1), the unit rectangle):

translation by vector (141, 1792) (= top-left of bbox on page)
scaling in x-direction by 59, y-direction by 2
no rotation or flipping

And indeed, you can confirm (last line of your output): bbox = (141.0, 1791.0, 200.0, 1793.0), top-left, width and height are as expected.

qwertynik Mar 12, 2022
Author

This adds some clarity @JorjMcKie. Re-reading will add more clarity.
From your comment and the link, in simpler terms, can we say that the transform denotes the operations done on the image to fit in the bbox?

JorjMcKie Mar 12, 2022
Maintainer

can we say that the transform denotes the operations done on the image to fit in the bbox?

Yes indeed. The exact formula can be found in the link I provided.

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