55 citations · 58 across the 3 of their papers we have counts for
4 papers
Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings
Pedro Morgado, Yunsheng Li, Jose Costa Pereira +2
Image hash codes are produced by binarizing the embeddings of convolutional neural networks (CNN) trained for either classification or retrieval. While proxy embeddings achieve goo…
Gradient Boosted Decision Tree Neural Network
Mohammad Saberian, Pablo Delgado, Yves Raimond
In this paper we propose a method to build a neural network that is similar to an ensemble of decision trees. We first illustrate how to convert a learned ensemble of decision tree…
Learning Complexity-Aware Cascades for Deep Pedestrian Detection
Zhaowei Cai, Mohammad Saberian, Nuno Vasconcelos
The design of complexity-aware cascaded detectors, combining features of very different complexities, is considered. A new cascade design procedure is introduced, by formulating ca…
Multi-view Face Detection Using Deep Convolutional Neural Networks
Sachin Sudhakar Farfade, Mohammad Saberian, Li-Jia Li
In this paper we consider the problem of multi-view face detection. While there has been significant research on this problem, current state-of-the-art approaches for this task req…