- High advanced computers
- Recent versions of programming languages (C++, Matlab, Virtual Expert, Origin, etc)
- Stereo Image Processing
- Microcontroller with memory storage for data access and transfer
- An efficient ultrasound scanner Sonoace X6
- 15 inch color monitor.
- High definition zoom.
- Speckle reduction filter.
- Image archive (with distance, angel, volume, area, and outline).
- Two USB ports, Cd R/W.
- Printer port.
- Sensor: Linear probe 5 – 12 MHz.
- Penetration: up to 10 cm.
- Acoustic signals digitization and segmentation.
- Low, band, and high pass filters.
- Smooth frequency transformation with window functions and fast Fourier transform.
- Temporal and spectral features extraction (includes novel features).
- Artificial neural networks for pattern recognition.
- Artificial Neural Network (ANN) and Partial Least Square (PLS)
- calibration models.
- Novel edge detection approach based on energy and skewness features of the images.
- Spectrogram enhancement by a novel image processing technique.
- Bioacoustic detection of grain weevils
- Bioacoustic detection of bats
- Determination of rolls quality by their chewing sound levels
- Determination of weevils status (alive/death) by image processing
- Automatic Classification of Meat Compositions By Inline Combinations of Image Processing And Ultrasonic Detection