434 citations · 2.1k across the 88 of their papers we have counts for
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HSCS: Hierarchical Sparsity Based Co-saliency Detection for RGBD Images
Runmin Cong, Jianjun Lei, Huazhu Fu +3
Co-saliency detection aims to discover common and salient objects in an image group containing more than two relevant images. Moreover, depth information has been demonstrated to b…
Person Re-Identification by Semantic Region Representation and Topology Constraint
Jianjun Lei, Lijie Niu, Huazhu Fu +3
Person re-identification is a popular research topic which aims at matching the specific person in a multi-camera network automatically. Feature representation and metric learning…
Weakly Supervised Bilinear Attention Network for Fine-Grained Visual Classification
Tao Hu, Jizheng Xu, Cong Huang +3
For fine-grained visual classification, objects usually share similar geometric structure but present variant local appearance and different pose. Therefore, localizing and extract…
A Margin-based MLE for Crowdsourced Partial Ranking
Qianqian Xu, Jiechao Xiong, Xinwei Sun +4
A preference order or ranking aggregated from pairwise comparison data is commonly understood as a strict total order. However, in real-world scenarios, some items are intrinsicall…
RAM: A Region-Aware Deep Model for Vehicle Re-Identification
Xiaobin Liu, Shiliang Zhang, Qingming Huang +1
Previous works on vehicle Re-ID mainly focus on extracting global features and learning distance metrics. Because some vehicles commonly share same model and maker, it is hard to d…
The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking
Dawei Du, Yuankai Qi, Hongyang Yu +6
With the advantage of high mobility, Unmanned Aerial Vehicles (UAVs) are used to fuel numerous important applications in computer vision, delivering more efficiency and convenience…
Facial Landmarks Detection by Self-Iterative Regression based Landmarks-Attention Network
Tao Hu, Honggang Qi, Jizheng Xu +1
Cascaded Regression (CR) based methods have been proposed to solve facial landmarks detection problem, which learn a series of descent directions by multiple cascaded regressors se…
From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation
Qianqian Xu, Jiechao Xiong, Xiaochun Cao +2
In crowdsourced preference aggregation, it is often assumed that all the annotators are subject to a common preference or social utility function which generates their comparison b…
Less Is More: Picking Informative Frames for Video Captioning
Yangyu Chen, Shuhui Wang, Weigang Zhang +1
In video captioning task, the best practice has been achieved by attention-based models which associate salient visual components with sentences in the video. However, existing stu…
Review of Visual Saliency Detection with Comprehensive Information
Runmin Cong, Jianjun Lei, Huazhu Fu +3
Visual saliency detection model simulates the human visual system to perceive the scene, and has been widely used in many vision tasks. With the acquisition technology development,…