Research Article

A Cross-Modal Image and Text Retrieval Method Based on Efficient Feature Extraction and Interactive Learning CAE

Table 1

Comparison of text retrieval.

Retrieving imagesMethodsText retrieval results (top 5)

Reference [22] (Flickr30K)1. A man wearing a black sweater cook food in a pan while standing in a cluttered kitchen.
2. A man cooking food on the stove.
3. A man is cooking on a stove in a kitchen, using wooden utensil.
4. A cook is posing for a camera while cooking.
5. Man with a white T-shirt and black rimmed glasses cooking a pot of food on the stove.
The proposed method (Flickr30K)1. A man preparing food in his kitchen.
2. A man wearing a black sweater cook food in a pan while standing in a cluttered kitchen.
3. A man cooking food on the stove.
4. A man is cooking on a stove in a kitchen, using wooden utensil.
5. A man stirring a pot of liquid in this kitchen.