2 papers
cs.CV2020
High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip Connections
Anthony D. Rhodes, Manan Goel
We provide a high fidelity deep learning algorithm (HyperSeg) for interactive video segmentation tasks using a convolutional network with context-aware skip connections, and compre…
cs.CV2018
Deep Siamese Networks with Bayesian non-Parametrics for Video Object Tracking
Anthony D. Rhodes, Manan Goel
We present a novel algorithm utilizing a deep Siamese neural network as a general object similarity function in combination with a Bayesian optimization (BO) framework to encode sp…