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4 papers · 1 filter
Convolutional neural net face recognition works in non-human-like ways
P. J. B. Hancock, R. S. Somai, V. R. Mileva
Convolutional neural networks (CNNs) give state of the art performance in many pattern recognition problems but can be fooled by carefully crafted patterns of noise. We report that…
Spatio-Temporal Vegetation Pixel Classification By Using Convolutional Networks
Keiller Nogueira, Jefersson A. dos Santos, Nathalia Menini +3
Plant phenology studies rely on long-term monitoring of life cycles of plants. High-resolution unmanned aerial vehicles (UAVs) and near-surface technologies have been used for plan…
Saliency Detection via Bidirectional Absorbing Markov Chain
Fengling Jiang, Bin Kong, Ahsan Adeel +2
Traditional saliency detection via Markov chain only considers boundaries nodes. However, in addition to boundaries cues, background prior and foreground prior cues play a compleme…
Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild
Zhen-Hua Feng, Patrik Huber, Josef Kittler +5
This paper investigates the evaluation of dense 3D face reconstruction from a single 2D image in the wild. To this end, we organise a competition that provides a new benchmark data…