Deep learning for content-based image retrieval: A comprehensive study
Learning effective feature representations and similarity measures are crucial to the retrieval
performance of a content-based image retrieval (CBIR) system. Despite extensive research …
performance of a content-based image retrieval (CBIR) system. Despite extensive research …
Query-adaptive image retrieval by deep-weighted hashing
Hashing methods have attracted much attention for large-scale image retrieval. Some deep
hashing methods have achieved promising results by taking advantage of the strong …
hashing methods have achieved promising results by taking advantage of the strong …
Online residual quantization via streaming data correlation preserving
Recently, the online retrieval task has been receiving widespread attention, which is closely
related to many real-world applications. However, existing online retrieval methods based …
related to many real-world applications. However, existing online retrieval methods based …
Deep reinforcement learning for image hashing
Deep hashing methods have received much attention recently, which achieve promising
results by taking advantage of the strong representation power of deep networks. However …
results by taking advantage of the strong representation power of deep networks. However …
A distance-computation-free search scheme for binary code databases
Recently, binary codes have been widely used in many multimedia applications to
approximate high-dimensional multimedia features for practical similarity search due to the …
approximate high-dimensional multimedia features for practical similarity search due to the …
Scalable similarity search with topology preserving hashing
Hashing-based similarity search techniques is becoming increasingly popular in large data
sets. To capture meaningful neighbors, the topology of a data set, which represents the …
sets. To capture meaningful neighbors, the topology of a data set, which represents the …
Instant mobile video search with layered audio-video indexing and progressive transmission
The proliferation of mobile devices is producing a new wave of applications that enable
users to sense their surroundings with smart phones. People are preferring mobile devices …
users to sense their surroundings with smart phones. People are preferring mobile devices …
Full-space local topology extraction for cross-modal retrieval
With the ever increasing availability of various kinds of multimedia data, cross-modal
retrieval, which enables information retrieval from various types of data given various types …
retrieval, which enables information retrieval from various types of data given various types …
Learning label preserving binary codes for multimedia retrieval: A general approach
Learning-based hashing has been researched extensively in the past few years due to its
great potential in fast and accurate similarity search among huge volumes of multimedia …
great potential in fast and accurate similarity search among huge volumes of multimedia …
Geometry and topology preserving hashing for sift feature
In recent years, content-based image retrieval has been of concern because of practical
needs on Internet services, especially methods that can improve retrieving speed and …
needs on Internet services, especially methods that can improve retrieving speed and …