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Deep learning for instance retrieval: A survey
In recent years a vast amount of visual content has been generated and shared from many
fields, such as social media platforms, medical imaging, and robotics. This abundance of …
fields, such as social media platforms, medical imaging, and robotics. This abundance of …
Deep learning for smart fish farming: applications, opportunities and challenges
The rapid emergence of deep learning (DL) technology has resulted in its successful use in
various fields, including aquaculture. DL creates both new opportunities and a series of …
various fields, including aquaculture. DL creates both new opportunities and a series of …
Effective conditioned and composed image retrieval combining clip-based features
Conditioned and composed image retrieval extend CBIR systems by combining a query
image with an additional text that expresses the intent of the user, describing additional …
image with an additional text that expresses the intent of the user, describing additional …
Image matching from handcrafted to deep features: A survey
As a fundamental and critical task in various visual applications, image matching can identify
then correspond the same or similar structure/content from two or more images. Over the …
then correspond the same or similar structure/content from two or more images. Over the …
Msinet: Twins contrastive search of multi-scale interaction for object reid
Abstract Neural Architecture Search (NAS) has been increasingly appealing to the society of
object Re-Identification (ReID), for that task-specific architectures significantly improve the …
object Re-Identification (ReID), for that task-specific architectures significantly improve the …
T2vlad: global-local sequence alignment for text-video retrieval
Text-video retrieval is a challenging task that aims to search relevant video contents based
on natural language descriptions. The key to this problem is to measure text-video …
on natural language descriptions. The key to this problem is to measure text-video …
A decade survey of content based image retrieval using deep learning
SR Dubey - IEEE Transactions on Circuits and Systems for …, 2021 - ieeexplore.ieee.org
The content based image retrieval aims to find the similar images from a large scale dataset
against a query image. Generally, the similarity between the representative features of the …
against a query image. Generally, the similarity between the representative features of the …
Unlabeled samples generated by gan improve the person re-identification baseline in vitro
The main contribution of this paper is a simple semi-supervised pipeline that only uses the
original training set without collecting extra data. It is challenging in 1) how to obtain more …
original training set without collecting extra data. It is challenging in 1) how to obtain more …
Visual place recognition: A survey from deep learning perspective
Visual place recognition has attracted widespread research interest in multiple fields such
as computer vision and robotics. Recently, researchers have employed advanced deep …
as computer vision and robotics. Recently, researchers have employed advanced deep …
Re-ranking person re-identification with k-reciprocal encoding
When considering person re-identification (re-ID) as a retrieval process, re-ranking is a
critical step to improve its accuracy. Yet in the re-ID community, limited effort has been …
critical step to improve its accuracy. Yet in the re-ID community, limited effort has been …