Densely convolutional and feature fused object detector
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-019-08119-6
Abstract: In this paper, we propose a novel deep convolutional network for object detection named densely convolutional and feature fused object detector(DCFF-Net), which is a one-stage object detector from scratch similarly to DSOD. The base network… read more here.
Keywords: densely convolutional; feature; object detector; convolutional feature ... See more keywords
Convolutional Feature Descriptor Selection for Mammogram Classification
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3233535
Abstract: Breast cancer was the most commonly diagnosed cancer among women worldwide in 2020. Recently, several deep learning-based classification approaches have been proposed to screen breast cancer in mammograms. However, most of these approaches require additional… read more here.
Keywords: feature descriptor; classification; descriptor selection; feature ... See more keywords
Multilayer Convolutional Feature Aggregation Algorithm for Image Retrieval
Sign Up to like & getrecommendations! Published in 2019 at "Mathematical Problems in Engineering"
DOI: 10.1155/2019/9794202
Abstract: In image retrieval tasks, the single-layer convolutional feature has insufficient image semantic representation ability. A new image description algorithm ML-RCroW based on multilayer multiregion cross-weighted aggregational deep convolutional features is proposed. First, the ML-RCroW algorithm… read more here.
Keywords: image; algorithm; feature; image retrieval ... See more keywords