Appendix
pco.edge User Manual V1.03 © PCO AG, Germany
63
A8 Image Data Flow – PC Recommendations
New sCMOS image sensors provide an extremely high frame rate
compared to other scientific image sensors. The high frame rate, along with
the high dynamic, creates a large amount of data that must be handled and
stored. The maximum data rate of the sCMOS image sensor is given by:
pco.edge 5.5, Camera Link:
[2560 * 2160 (pixel in 1 frame) * 2 Byte (= 16bit dynamic)] * 100 [frames/s] =
1.1 GB/s (pco.edge 5.5, Camera Link)
To handle this considerable amount of data, there are two options available.
Option 1: Real-time Recording to Computer
The pco.edge sCMOS camera series uses this option. For this purpose,
the interface must be capable of transmitting data at the required speed.
Interfaces such as GigE, USB 3.0 and Camera Link are not fast enough to
transmit this data, which is delivered by the largest sCMOS image sensor.
Nevertheless, there is a sophisticated solution that uses the Camera Link
interface, which is integrated into the pco.edge camera. It is a fact of
nature that light, itself, has its own noise component called “photon or shot
noise”, which increases with light signal. In this approach, no compression
is made in small signals, while for large signals a suitable compression is
applied. Since the introduced compression error is always smaller than the
photon noise induced error, it is not seen and a so called “visual lossless”
compression has been performed.
It can be shown that this is possible without any significant loss of
information. Therefore, the calculation for the pco.edge camera at full
speed and full frame has to be re-written:
[2560 * 2160 (pixel in 1 frame) * 1.5 Byte (= 12bit dynamic)] * 100 [frames/s]
= 0.829 GB/s
The Camera Link interface can transmit this in real-time. In the future,
recently-introduced machine vision interfaces including CoaXPress and
Camera Link HS are capable of transmitting sCMOS image data without
any compression. A network type interface, 10GigE, is similar with respect
to hardware to Camera Link HS, but incorporates all of the known GigE
advantages and disadvantages. Here, the usual protocols are not favorable
for image data transmission, and any network traffic can dramatically
reduce available transmission speed. The real-time data transmission
into the computer allows for a variety of applications, since it is free
from camera memory limitations. Image data can be stored directly in
the computer’s random access memory (RAM) up to more than 64
gigabyte. With an appropriate RAID system, the data can be stored directly
to hard disks and there is no delay involved.
Option 2: Recording in the Camera
For high-speed imaging applications where data transfer rates are in the
range of several GB/s it is accepted that the primary image memory
(camRAM) must be located in the camera. Two examples of such highspeed cameras are the pco.dimax with 36 GB of camRAM and the
pco.dimax HD with 18 GB of camRAM memory. This allows for fast
recording, but just up to the integrated memory limit. Before a second
sequence can be recorded, one must endure the wait time until data is
downloaded to computer storage. Therefore, this option can only be used
for recording short sequences with enough time between each event to
download the image data. This option is not necessary for the pco.edge as