DenseDisp: Resource-Aware Disparity Map Estimation by Compressing Siamese Neural Architecture.
Mohammad LoniAli ZoljodiDaniel MaierAmin MajdMasoud DaneshtalabMikael SjödinBen H. H. JuurlinkReza AkbariPublished in: CEC (2020)
Keyphrases
- neural architecture
- map estimation
- disparity map
- maximum a posteriori
- stereo matching
- neural network
- stereo algorithms
- markov random field
- maximum likelihood
- stereo images
- feed forward
- noisy images
- ground truth
- basis functions
- image pairs
- maximum a posterior
- em algorithm
- multilayer perceptron
- stereo vision
- activation function
- multi layer perceptron
- stereo correspondence
- stereo algorithm
- belief propagation
- energy function
- expectation maximization
- image reconstruction
- object boundaries
- depth information
- input image
- dynamic programming