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Image Retrieval

134 papers with code ยท Computer Vision

Image retrieval systems aim to find similar images to a query image among an image dataset.

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Latest papers without code

Challenging deep image descriptors for retrieval in heterogeneous iconographic collections

19 Sep 2019

This article proposes to study the behavior of recent and efficient state-of-the-art deep-learning based image descriptors for content-based image retrieval, facing a panel of complex variations appearing in heterogeneous image datasets, in particular in cultural collections that may involve multi-source, multi-date and multi-view Permission to make digital

CONTENT-BASED IMAGE RETRIEVAL

An Unpaired Sketch-to-Photo Translation Model

18 Sep 2019

In addition, as a side benefit, our model can synthesize high-quality sketches from photos inversely.

COLORIZATION DATA AUGMENTATION IMAGE GENERATION SKETCH-BASED IMAGE RETRIEVAL

Spatio-Semantic ConvNet-Based Visual Place Recognition

17 Sep 2019

We present a Visual Place Recognition system that follows the two-stage format common to image retrieval pipelines.

IMAGE RETRIEVAL VISUAL PLACE RECOGNITION

Attention-Aware Age-Agnostic Visual Place Recognition

11 Sep 2019

Different from conventional VPR settings where the query images and gallery images come from the same domain, we propose a more common but challenging setup where the query images are collected under a new unseen condition.

DOMAIN ADAPTATION IMAGE RETRIEVAL VISUAL PLACE RECOGNITION

Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images

10 Sep 2019

Although retrieval methods have achieved great success, there is still a question that needs to be responded to: Can we obtain the accurate semantic labels of the returned similar images to further help analyzing and processing imagery?

IMAGE RETRIEVAL

Language learning using Speech to Image retrieval

9 Sep 2019

Humans learn language by interaction with their environment and listening to other humans.

IMAGE RETRIEVAL

Signal retrieval with measurement system knowledge using variational generative model

9 Sep 2019

Signal retrieval from a series of indirect measurements is a common task in many imaging, metrology and characterization platforms in science and engineering.

IMAGE RETRIEVAL

VISIR: Visual and Semantic Image Label Refinement

2 Sep 2019

CBIR now gains semantic expressiveness by advances in deep-learning-based detection of visual labels.

CONTENT-BASED IMAGE RETRIEVAL OBJECT DETECTION

Probing Representations Learned by Multimodal Recurrent and Transformer Models

29 Aug 2019

In this paper, we present a meta-study assessing the representational quality of models where the training signal is obtained from different modalities, in particular, language modeling, image features prediction, and both textual and multimodal machine translation.

IMAGE RETRIEVAL LANGUAGE MODELLING MULTIMODAL MACHINE TRANSLATION SEMANTIC TEXTUAL SIMILARITY