Surgical tool detection in cataract surgery videos through multi-image fusion inside a convolutional neural network.
Hassan Al HajjMathieu LamardKatia CharrièreBéatrice CochenerGwénolé QuellecPublished in: EMBC (2017)
Keyphrases
- image fusion
- surgical tools
- convolutional neural network
- remote sensing
- minimally invasive
- multiresolution
- multi sensor
- image fusion algorithm
- intraoperative
- image guided
- robot assisted
- minimally invasive surgery
- multiscale
- fusion method
- nonsubsampled contourlet transform
- fusion methods
- pixel level
- data fusion
- change detection
- discrete wavelet transform
- image registration
- operating room
- object detection
- face detection
- detection method
- image processing
- beating heart
- multi focus image fusion
- source images
- video sequences
- fused image
- fusion rules
- high spatial resolution
- multi class
- computer vision
- neural network