1 publication

• Published Subscription 22 Dec 2025

  Automated Image Captioning Using Xception–CNN and LSTM for Descriptive Sentence Generation

  By Abarna J, Charubala A, Abinaya S, Matheswaran P, Atchaya N

  Abstract: Generating descriptive texts for images is a complex and challenging task that requires advanced deep learning techniques. This paper presents a descriptive sentence generator for images using a combination of convolutional neural networks and recurrent neural networks. The proposed model utilizes a pretrained convolutional neural network, Xception, to extract image features, which are then processed by a long short-term memory network to generate meaningful textual descriptions. The model is trained …

  Published in International Journal of Image Processing and Pattern Recognition · Vol. 11, Issue 2, 2025 · pp. 20–28 Read article →