266 citations
- Research Institute for Astronomy and Astrophysics of MaraghIR78 papers
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Showing 2019 · cs.CVShow all
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cs.CV2019
Deep Generative Models: Deterministic Prediction with an Application in Inverse Rendering
Shima Kamyab, Rasool Sabzi, Zohreh Azimifar
Deep generative models are stochastic neural networks capable of learning the distribution of data so as to generate new samples. Conditional Variational Autoencoder (CVAE) is a po…
cs.CV2019
Sparsity Constrained Distributed Unmixing of Hyperspectral Data
Sara Khoshsokhan, Roozbeh Rajabi, Hadi Zayyani
Spectral unmixing (SU) is a technique to characterize mixed pixels in hyperspectral images measured by remote sensors. Most of the spectral unmixing algorithms are developed using…