Improving deep learning-based plant disease classification with attention mechanism
In recent years, deep learning-based plant disease classification has been widely
developed. However, it is challenging to collect sufficient annotated image data to effectively …
developed. However, it is challenging to collect sufficient annotated image data to effectively …
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion Retrieval
Attribute-specific fashion retrieval (ASFR) is a challenging information retrieval task, which
has attracted increasing attention in recent years. Different from traditional fashion retrieval …
has attracted increasing attention in recent years. Different from traditional fashion retrieval …
Cross-domain fashion cloth retrieval via novel attention-guided cascade neural network and clothing parsing
MS Saranya, P Geetha - Computer Vision and Image Understanding, 2023 - Elsevier
Cross-domain fashion retrieval is a feasible method for finding the required clothing among
a large number of products. Computer vision-based retrieval algorithms have been …
a large number of products. Computer vision-based retrieval algorithms have been …
Research on the clothing classification of the she ethnic group in different regions based on FPA-CNN
X Ding, T Li, J Chen, L Ma, F Zou - Applied Sciences, 2023 - mdpi.com
In order to achieve the effective computer recognition of the She ethnic clothing from
different regions through the extraction of color features, this paper proposes a She ethnic …
different regions through the extraction of color features, this paper proposes a She ethnic …
A deep learning loss based on additive cosine margin: Application to fashion style and face recognition
Recently, loss functions based on angular spans improved the performance of deep visual
recognition. These losses converted Euclidean cross entropy to angular cross entropy loss …
recognition. These losses converted Euclidean cross entropy to angular cross entropy loss …
Pseudo-label Based Unsupervised Momentum Representation Learning for Multi-domain Image Retrieval
M Ge, J Shui, J Chen, M Li - International Conference on Multimedia …, 2024 - Springer
Although many current cross-domain image retrieval researches have made good progress,
most of the works is targeted at specific domains. At the same time, we also noticed that …
most of the works is targeted at specific domains. At the same time, we also noticed that …
Content-based jewellery item retrieval using the local region-based histograms
AM Shoib, S Jabeen, C Wang, T Ali - arXiv preprint arXiv:2305.07540, 2023 - arxiv.org
Jewellery item retrieval is regularly used to find what people want on online marketplaces
using a sample query reference image. Considering recent developments, due to the …
using a sample query reference image. Considering recent developments, due to the …
Cross-domain fashion cloth retrieval via novel attention-guided cascade neural network and clothing parsing
S MS, GP - 2023 - dl.acm.org
Cross-domain fashion retrieval is a feasible method for finding the required clothing among
a large number of products. Computer vision-based retrieval algorithms have been …
a large number of products. Computer vision-based retrieval algorithms have been …
A Fine-grained Attributes Recognition Model for Clothing Based on Improved the CSPDarknet and PAFPN Network
B Pan, J Xiang, N Zhang, R Pan - 2024 - researchsquare.com
An efficient and accurate recognition model for fine-grained attributes of clothing has
significant business prospects and social implications. However, the inherent diversity and …
significant business prospects and social implications. However, the inherent diversity and …
Deep Learning based Swapping Generative Framework for Rapid Cloth Retrieval
R Srinivasan, S Sangeethapriya, P Jayapriya - 2024 - researchsquare.com
Modern life is fast-paced, and every people is very busy with their daily routines. The online
shopping option in E-commerce is a great time-saver in such a scenario. Moreover, it is …
shopping option in E-commerce is a great time-saver in such a scenario. Moreover, it is …