80 citations · 83 across the 7 of their papers we have counts for
7 papers
Self-supervised Training Sample Difficulty Balancing for Local Descriptor Learning
Jiahan Zhang, Dayong Tian
In the case of an imbalance between positive and negative samples, hard negative mining strategies have been shown to help models learn more subtle differences between positive and…
Interval Type-2 Fuzzy Neural Networks for Multi-Label Classification
Dayong Tian, Feifei Li, Yiwen Wei
Prediction of multi-dimensional labels plays an important role in machine learning problems. We found that the classical binary labels could not reflect the contents and their rela…
Global Hashing System for Fast Image Search
Dayong Tian, Dacheng Tao
Hashing methods have been widely investigated for fast approximate nearest neighbor searching in large data sets. Most existing methods use binary vectors in lower dimensional spac…
Coupled Learning for Facial Deblur
Dayong Tian, Dacheng Tao
Blur in facial images significantly impedes the efficiency of recognition approaches. However, most existing blind deconvolution methods cannot generate satisfactory results due to…
Learning Decorrelated Hashing Codes for Multimodal Retrieval
Dayong Tian
In social networks, heterogeneous multimedia data correlate to each other, such as videos and their corresponding tags in YouTube and image-text pairs in Facebook. Nearest neighbor…
A survey on trajectory clustering analysis
Jiang Bian, Dayong Tian, Yuanyan Tang +1
This paper comprehensively surveys the development of trajectory clustering. Considering the critical role of trajectory data mining in modern intelligent systems for surveillance…
Semi-supervised Multimodal Hashing
Dayong Tian, Maoguo Gong, Deyun Zhou +2
Retrieving nearest neighbors across correlated data in multiple modalities, such as image-text pairs on Facebook and video-tag pairs on YouTube, has become a challenging task due t…