A Streamlined Attention Mechanism for Image Classification and Fine-Grained Visual Recognition
In the recent advancements attention mechanism in deep learning had played a vital role in proving better results in tasks under computer vision. There exists multiple kinds of works under attention mechanism which includes under image classification, fine-grained visual recognition, image captionin...
Main Authors: | Dakshayani Himabindu D, Praveen Kumar S |
---|---|
Format: | Article |
Language: | English |
Published: |
Brno University of Technology
2021-12-01
|
Series: | Mendel |
Subjects: | |
Online Access: | http://46.28.109.63/index.php/mendel/article/view/159 |
Similar Items
-
Attention Bilinear Pooling for Fine-Grained Classification
by: Wenqian Wang, et al.
Published: (2019-08-01) -
Weakly Supervised Semantic and Attentive Data Mixing Augmentation for Fine-Grained Visual Categorization
by: Mengqi He, et al.
Published: (2022-01-01) -
Two-Level Attentions and Grouping Attention Convolutional Network for Fine-Grained Image Classification
by: Yadong Yang, et al.
Published: (2019-05-01) -
Learning Attention-Aware Interactive Features for Fine-Grained Vegetable and Fruit Classification
by: Yimin Wang, et al.
Published: (2021-07-01) -
Two-Level Progressive Attention Convolutional Network for Fine-Grained Image Recognition
by: Hua Wei, et al.
Published: (2020-01-01)