158 citations · 426 across the 20 of their papers we have counts for
6 papers · 1 filter
Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps
Jiewei Cao, Lingqiao Liu, Peng Wang +3
Instance retrieval requires one to search for images that contain a particular object within a large corpus. Recent studies show that using image features generated by pooling conv…
Zero-Shot Hashing via Transferring Supervised Knowledge
Yang Yang, Weilun Chen, Yadan Luo +3
Hashing has shown its efficiency and effectiveness in facilitating large-scale multimedia applications. Supervised knowledge e.g. semantic labels or pair-wise relationship) associa…
Bidirectional Long-Short Term Memory for Video Description
Yi Bin, Yang Yang, Zi Huang +3
Video captioning has been attracting broad research attention in multimedia community. However, most existing approaches either ignore temporal information among video frames or ju…
Learning Binary Codes and Binary Weights for Efficient Classification
Fumin Shen, Yadong Mu, Wei Liu +2
This paper proposes a generic formulation that significantly expedites the training and deployment of image classification models, particularly under the scenarios of many image ca…
Structured Learning of Binary Codes with Column Generation
Guosheng Lin, Fayao Liu, Chunhua Shen +2
Hashing methods aim to learn a set of hash functions which map the original features to compact binary codes with similarity preserving in the Hamming space. Hashing has proven a v…
Hi Detector, What's Wrong with that Object? Identifying Irregular Object From Images by Modelling the Detection Score Distribution
Peng Wang, Lingqiao Liu, Chunhua Shen +2
In this work, we study the challenging problem of identifying the irregular status of objects from images in an "open world" setting, that is, distinguishing the irregular status o…