Search Results for author: Bernd Girod

Found 6 papers, 1 papers with code

Towards Effective 2-bit Quantization: Pareto-optimal Bit Allocation for Deep CNNs Compression

no code implementations25 Sep 2019 Zhe Wang, Jie Lin, Mohamed M. Sabry Aly, Sean I Young, Vijay Chandrasekhar, Bernd Girod

In this paper, we address an important problem of how to optimize the bit allocation of weights and activations for deep CNNs compression.

Quantization

LiFF: Light Field Features in Scale and Depth

1 code implementation CVPR 2019 Donald G. Dansereau, Bernd Girod, Gordon Wetzstein

Feature detectors and descriptors are key low-level vision tools that many higher-level tasks build on.

Recurrent Neural Networks for Person Re-identification Revisited

no code implementations10 Apr 2018 Jean-Baptiste Boin, Andre Araujo, Bernd Girod

The task of person re-identification has recently received rising attention due to the high performance achieved by new methods based on deep learning.

Person Re-Identification

What's in a Name? First Names as Facial Attributes

no code implementations CVPR 2013 Huizhong Chen, Andrew C. Gallagher, Bernd Girod

We show that describing people in terms of similarity to a vector of possible first names is a powerful description of facial appearance that can be used for face naming and building facial attribute classifiers.

Age Classification Attribute

Describing Clothing by Semantic Attributes

no code implementations ECCV 2012 Huizhong Chen, Andrew Gallagher, Bernd Girod

Describing clothing appearance with semantic attributes is an appealing technique for many important applications.

Attribute Clothing Attribute Recognition

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