Results 21 to 30 of about 64,981 (259)
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote Sensing [PDF]
, 2019 We address the problem of cross-modal information retrieval in the domain of remote sensing. In particular, we are interested in two application scenarios: i) cross-modal retrieval between panchromatic (PAN) and multi-spectral imagery, and ii) multi ...
Banerjee, Biplab +3 more
core +2 more sources
Continual learning in cross-modal retrieval [PDF]
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2021 2nd CLVISION workshop in CVPR ...
Wang, Kai +2 more
openaire +2 more sources
Applied Sciences, 2022 With the rapid development of remote sensing (RS) observation technology over recent years, the high-level semantic association-based cross-modal retrieval of RS images has drawn some attention.
Fuzhong Zheng +5 more
doaj +1 more source
Learning Aligned Cross-Modal Representations from Weakly Aligned Data [PDF]
, 2016 People can recognize scenes across many different modalities beyond natural images. In this paper, we investigate how to learn cross-modal scene representations that transfer across modalities.
Aytar, Yusuf +4 more
core +2 more sources
A Cross-Modal Hash Retrieval Method with Fused Triples
Applied Sciences, 2023 Due to the fast retrieval speed and low storage cost, cross-modal hashing has become the primary method for cross-modal retrieval. Since the emergence of deep cross-modal hashing methods, cross-modal retrieval significantly improved.
Wenxiao Li +6 more
doaj +1 more source
Cross-media retrieval method fusing with coupled dictionary learning and image regularization [PDF]
Jisuanji gongcheng, 2019 The method of cross-media retrieval mostly maps the original features of two modalities to the common subspace,and performs cross-media retrieval in the subspace,ignoring the selection of discriminant features and the relationship between modalities ...
LIU Yun,YU Zhilou,FU Qiang
doaj +1 more source
Learning Cross-Modal Deep Embeddings for Multi-Object Image Retrieval using Text and Sketch [PDF]
, 2018 In this work we introduce a cross modal image retrieval system that allows both text and sketch as input modalities for the query. A cross-modal deep network architecture is formulated to jointly model the sketch and text input modalities as well as the ...
Dey, Sounak +5 more
core +2 more sources
Deep Cross-Modal Correlation Learning for Audio and Lyrics in Music Retrieval [PDF]
, 2019 Deep cross-modal learning has successfully demonstrated excellent performance in cross-modal multimedia retrieval, with the aim of learning joint representations between different data modalities.
Francisco Raposo +3 more
core +2 more sources
Cross-Modal Manifold Learning for Cross-modal Retrieval
, 2016 This paper presents a new scalable algorithm for cross-modal similarity preserving retrieval in a learnt manifold space. Unlike existing approaches that compromise between preserving global and local geometries, the proposed technique respects both simultaneously during manifold alignment.
Conjeti, Sailesh +3 more
openaire +2 more sources
Simple to Complex Cross-modal Learning to Rank [PDF]
, 1998 The heterogeneity-gap between different modalities brings a significant challenge to multimedia information retrieval. Some studies formalize the cross-modal retrieval tasks as a ranking problem and learn a shared multi-modal embedding space to measure ...
Luo, Minnan +5 more
core +3 more sources