Computer vision and natural language processing: recent approaches in multimedia and robotics

P Wiriyathammabhum, D Summers-Stay… - ACM Computing …, 2016 - dl.acm.org
Integrating computer vision and natural language processing is a novel interdisciplinary field
that has received a lot of attention recently. In this survey, we provide a comprehensive …

An overview of content-based image retrieval techniques

S Deb, Y Zhang - 18th International Conference on Advanced …, 2004 - ieeexplore.ieee.org
Content-based image retrieval is currently a very important area of research in the area of
multimedia databases. Plenty of research work has been undertaken to design efficient …

High performance discrete Fourier transforms on graphics processors

NK Govindaraju, B Lloyd, Y Dotsenko… - SC'08: Proceedings …, 2008 - ieeexplore.ieee.org
We present novel algorithms for computing discrete Fourier transforms with high
performance on GPUs. We present hierarchical, mixed radix FFT algorithms for both power …

Narrowing the semantic gap-improved text-based web document retrieval using visual features

R Zhao, WI Grosky - IEEE transactions on multimedia, 2002 - ieeexplore.ieee.org
We present the results of our work that seek to negotiate the gap between low-level features
and high-level concepts in the domain of web document retrieval. This work concerns a …

Semantic gap in predicting mental wellbeing through passive sensing

V Das Swain, V Chen, S Mishra, SM Mattingly… - Proceedings of the …, 2022 - dl.acm.org
When modeling passive data to infer individual mental wellbeing, a common source of
ground truth is self-reports. But these tend to represent the psychological facet of mental …

Adaptive cross-modal prototypes for cross-domain visual-language retrieval

Y Liu, Q Chen, S Albanie - … of the IEEE/CVF conference on …, 2021 - openaccess.thecvf.com
In this paper, we study the task of visual-text retrieval in the highly practical setting in which
labelled visual data with paired text descriptions are available in one domain (the" source") …

Semantic analysis on social networks: A survey

S Bayrakdar, I Yucedag, M Simsek… - International Journal of …, 2020 - Wiley Online Library
As social networks are getting more and more popular day by day, large numbers of users
becoming constantly active social network users. In this way, there is a huge amount of data …

How ideas flow across multiple social groups

X Wang, S Liu, Y Chen, TQ Peng, J Su… - … IEEE Conference on …, 2016 - ieeexplore.ieee.org
Tracking how correlated ideas flow within and across multiple social groups facilitates the
understanding of the transfer of information, opinions, and thoughts on social media. In this …

Facing the reality of semantic image retrieval

PGB Enser, CJ Sandom, JS Hare… - Journal of …, 2007 - emerald.com
Purpose–To provide a better‐informed view of the extent of the semantic gap in image
retrieval, and the limited potential for bridging it offered by current semantic image retrieval …

[图书][B] Interactive information seeking, behaviour and retrieval

I Ruthven, D Kelly - 2011 - books.google.com
Information retrieval (IR) is a complex human activity supported by sophisticated systems.
Information science has contributed much to the design and evaluation of previous …