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Video Object Detector

The Video Object Detector Library for the Analog Devices Blackfin processor is an implementation of detection of foreground objects in video captured from a stationary camera and used in video surveillance for detection of events such as intrusion detection, left/removed object detection. The C-callable API’s are flexible and designed for Video Surveillance use cases.

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TECHNICAL DOCUMENTATION

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EVALUATION BOARDS & DEVELOPMENT KITS

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TOOLS, SOFTWARE & SIMULATION MODELS

Features


Functions


Performance Metrics

MIPS summary:

Code memory (KB) Data RAM (KB) Data ROM (KB) Frame Buffer (MB) Cycles/pel (MIPS)
Average Moving Average Peak
25.35 70.88 1.03 5.26 53.2 (552) 54.97 (570)
  • MIPS measured using sequences where detected objects cover around 30% of the scene, optimal memory layout, NTSC D1 input running on ADSP-BF561 rev 0.5 processor.
  • Measurements done with CAS = 3 for SDRAM, CCLK = 600 MHZ, SCLK = 100 MHZ for ADSP-BF561
  • Data cache and instruction cache are enabled. The cache is set in "write back" and "small cache" (DCBS=0) mode. Memory DMA is used with 32 bit DMA.
  • "Data RAM" for one instance, includes Stack, Scratch, Instance/State.
  • "Frame Buffer" for one instance of D1 PAL (720x576) resolution.
  • All "Scratch" and "State" Memory are for D1 resolution.
  • 1 MB = 1024 KiB; 1 KiB = 1024 Bytes.

NOTE: In deriving the "Moving Average Peak" value, an 8 consecutive frames sliding window was used. An average cycle count was measured for each window of frames, and the worst case average cycle from all sliding window measurements was determined to be the "Moving Average Peak" value.


Applications


Requirements


Availability and Licensing

Each module supports the Analog Devices, Inc. (ADI) Blackfin Processor family and is a licensed product that is available in object code format. Recipients must sign a license agreement with ADI prior to being shipped the modules identified in the license agreement.