Image retrieval: Ideas, influences, and trends of the new age
We have witnessed great interest and a wealth of promise in content-based image retrieval
as an emerging technology. While the last decade laid foundation to such promise, it also …
as an emerging technology. While the last decade laid foundation to such promise, it also …
Content-based multimedia information retrieval: State of the art and challenges
Extending beyond the boundaries of science, art, and culture, content-based multimedia
information retrieval provides new paradigms and methods for searching through the myriad …
information retrieval provides new paradigms and methods for searching through the myriad …
Video Google: A text retrieval approach to object matching in videos
We describe an approach to object and scene retrieval which searches for and localizes all
the occurrences of a user outlined object in a video. The object is represented by a set of …
the occurrences of a user outlined object in a video. The object is represented by a set of …
The mir flickr retrieval evaluation
MJ Huiskes, MS Lew - Proceedings of the 1st ACM international …, 2008 - dl.acm.org
In most well known image retrieval test sets, the imagery typically cannot be freely
distributed or is not representative of a large community of users. In this paper we present a …
distributed or is not representative of a large community of users. In this paper we present a …
Semantic object classes in video: A high-definition ground truth database
Visual object analysis researchers are increasingly experimenting with video, because it is
expected that motion cues should help with detection, recognition, and other analysis tasks …
expected that motion cues should help with detection, recognition, and other analysis tasks …
A survey of content-based image retrieval with high-level semantics
In order to improve the retrieval accuracy of content-based image retrieval systems, research
focus has been shifted from designing sophisticated low-level feature extraction algorithms …
focus has been shifted from designing sophisticated low-level feature extraction algorithms …
[PDF][PDF] The iapr tc-12 benchmark: A new evaluation resource for visual information systems
In this paper, we describe an image collection created for the CLEF cross-language image
retrieval track (ImageCLEF). This image retrieval benchmark (referred to as the IAPR TC-12 …
retrieval track (ImageCLEF). This image retrieval benchmark (referred to as the IAPR TC-12 …
Features for image retrieval: an experimental comparison
An experimental comparison of a large number of different image descriptors for content-
based image retrieval is presented. Many of the papers describing new techniques and …
based image retrieval is presented. Many of the papers describing new techniques and …
The segmented and annotated IAPR TC-12 benchmark
Automatic image annotation (AIA), a highly popular topic in the field of information retrieval
research, has experienced significant progress within the last decade. Yet, the lack of a …
research, has experienced significant progress within the last decade. Yet, the lack of a …
Modeling stylized character expressions via deep learning
We propose DeepExpr, a novel expression transfer approach from humans to multiple
stylized characters. We first train two Convolutional Neural Networks to recognize the …
stylized characters. We first train two Convolutional Neural Networks to recognize the …