activity
20182021
most citedSee Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification

100 citations · 129 across the 6 of their papers we have counts for

collaborators

7 papers

cs.CV2021

GaTector: A Unified Framework for Gaze Object Prediction

Binglu Wang, Tao Hu, Baoshan Li +2

Gaze object prediction is a newly proposed task that aims to discover the objects being stared at by humans. It is of great application significance but still lacks a unified solut…

cs.CV2020★ 8 cited

Multi-object Tracking via End-to-end Tracklet Searching and Ranking

Tao Hu, Lichao Huang, Han Shen

Recent works in multiple object tracking use sequence model to calculate the similarity score between the detections and the previous tracklets. However, the forced exposure to gro…

cs.CV2019★ 1 cited

Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network

Tao Hu, Lichao Huang, Xianming Liu +1

More powerful feature representations derived from deep neural networks benefit visual tracking algorithms widely. However, the lack of exploitation on temporal information prevent…

cs.CV2019★ 4 cited

Render4Completion: Synthesizing Multi-View Depth Maps for 3D Shape Completion

Tao Hu, Zhizhong Han, Abhinav Shrivastava +1

We propose a novel approach for 3D shape completion by synthesizing multi-view depth maps. While previous work for shape completion relies on volumetric representations, meshes, or…

cs.CV2019★ 100 cited

See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification

Tao Hu, Honggang Qi, Qingming Huang +1

Data augmentation is usually adopted to increase the amount of training data, prevent overfitting and improve the performance of deep models. However, in practice, random data augm…

cs.CV2018★ 9 cited

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…

cs.CV2018★ 7 cited

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…