Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition

Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition

1. Introduction

Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition

2. Related work

Fine-grained recognition

Intermediate representations in CNN

Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition

3. Learning Discriminative Patch Detectors as a Bank of Convolutional Filters

 

4.  Experiments 

    1. Asymmetric Two-stream Architecture
    2. Convolutional Filter Supervision
    3. Layer Initialization
    4. Extension:Multiple scales

Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition

Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition