Deep learning for instance retrieval: A survey

W Chen, Y Liu, W Wang, EM Bakker… - … on Pattern Analysis …, 2022 - ieeexplore.ieee.org
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 …

Interactive video retrieval in the age of deep learning–detailed evaluation of VBS 2019

L Rossetto, R Gasser, J Lokoč, W Bailer… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Despite the fact that automatic content analysis has made remarkable progress over the last
decade-mainly due to significant advances in machine learning-interactive video retrieval is …

Deep learning-based concept detection in vitrivr

L Rossetto, M Amiri Parian, R Gasser… - … Conference, MMM 2019 …, 2019 - Springer
This paper presents the most recent additions to the vitrivr retrieval stack, which will be put to
the test in the context of the 2019 Video Browser Showdown (VBS). The vitrivr stack has …

OntoKnowNHS: ontology driven knowledge centric novel hybridised semantic scheme for image recommendation using knowledge graph

N Roopak, G Deepak - … knowledge graphs and semantic web conference, 2021 - Springer
Multimedia content is increasing immensely as there are various websites available to
upload images. Image retrieval is a method of searching for, viewing, and retrieving images …

Telling the what while pointing to the where: Multimodal queries for image retrieval

S Changpinyo, J Pont-Tuset… - Proceedings of the …, 2021 - openaccess.thecvf.com
Most existing image retrieval systems use text queries as a way for the user to express what
they are looking for. However, fine-grained image retrieval often requires the ability to also …

A Survey of Multimodal Composite Editing and Retrieval

S Li, F Huang, L Zhang - arxiv preprint arxiv:2409.05405, 2024 - arxiv.org
In the real world, where information is abundant and diverse across different modalities,
understanding and utilizing various data types to improve retrieval systems is a key focus of …

Panorama-to-model registration through integration of image retrieval and semantic reprojection

Y Wei, B Akinci - Automation in Construction, 2022 - Elsevier
Registering images to a building information model is an effective approach of associating
as-built component status to as-designed information. However, registering a single still …

Search anything: segmentation-based similarity search via region prompts

N Korfhage, M Mühling, B Freisleben - Multimedia Tools and Applications, 2024 - Springer
Search Anything is presented, a novel approach to perform similarity search in images. In
contrast to other approaches to image similarity search, Search Anything enables users to …

Query by semantic sketch

L Rossetto, R Gasser, H Schuldt - arxiv preprint arxiv:1909.12526, 2019 - arxiv.org
Sketch-based query formulation is very common in image and video retrieval as these
techniques often complement textual retrieval methods that are based on either manual or …

Structured visual search via composition-aware learning

M Kilickaya, AWM Smeulders - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
This paper studies visual search using structured queries. The structure is in the form of a 2D
composition that encodes the position and the category of the objects. The transformation of …