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Image Retrieval

134 papers with code · Computer Vision

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

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Latest papers with code

CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval

12 Sep 2019ZihaoWang-CV/CAMP_iccv19

Text-image cross-modal retrieval is a challenging task in the field of language and vision.

CROSS-MODAL RETRIEVAL IMAGE RETRIEVAL

10
12 Sep 2019

Visual Semantic Reasoning for Image-Text Matching

6 Sep 2019KunpengLi1994/VSRN

It outperforms the current best method by 6. 8% relatively for image retrieval and 4. 8% relatively for caption retrieval on MS-COCO ([email protected] using 1K test set).

IMAGE RETRIEVAL TEXT MATCHING

48
06 Sep 2019

Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approach

27 Aug 2019XiSHEN0220/WatermarkReco

Historical watermark recognition is a highly practical, yet unsolved challenge for archivists and historians.

SKETCH-BASED IMAGE RETRIEVAL

35
27 Aug 2019

Unsupervised Neural Quantization for Compressed-Domain Similarity Search

11 Aug 2019stanis-morozov/unq

We tackle the problem of unsupervised visual descriptors compression, which is a key ingredient of large-scale image retrieval systems.

IMAGE RETRIEVAL QUANTIZATION

12
11 Aug 2019

Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media Images

9 Aug 2019cvjena/eu-flood-dataset

The analysis of natural disasters such as floods in a timely manner often suffers from limited data due to a coarse distribution of sensors or sensor failures.

CONTENT-BASED IMAGE RETRIEVAL

5
09 Aug 2019

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

6 Aug 2019jiasenlu/vilbert_beta

We present ViLBERT (short for Vision-and-Language BERT), a model for learning task-agnostic joint representations of image content and natural language.

IMAGE RETRIEVAL QUESTION ANSWERING VISUAL COMMONSENSE REASONING VISUAL QUESTION ANSWERING

112
06 Aug 2019

One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Network

1 Jul 2019htlsn/igan

We evaluate our framework on {four} public benchmark datasets, all of which show that our method is superior to the other state-of-the-art methods on the tasks of object recognition and image retrieval.

IMAGE RETRIEVAL OBJECT RECOGNITION

1
01 Jul 2019

Symbolic Inductive Bias for Visually Grounded Learning of Spoken Language

ACL 2019 gchrupala/symbolic-bias

A widespread approach to processing spoken language is to first automatically transcribe it into text.

IMAGE RETRIEVAL

0
01 Jul 2019

Learning with Average Precision: Training Image Retrieval with a Listwise Loss

18 Jun 2019almazan/deep-image-retrieval

Recent deep models for image retrieval have outperformed traditional methods by leveraging ranking-tailored loss functions, but important theoretical and practical problems remain.

IMAGE RETRIEVAL

60
18 Jun 2019

Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval

16 Jun 2019cfm-uestc/DPQ

In this work, we propose a deep progressive quantization (DPQ) model, as an alternative to PQ, for large scale image retrieval.

IMAGE RETRIEVAL QUANTIZATION

6
16 Jun 2019