Song Wang

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FUJITSU ∙ University of South Carolina ∙ Microsoft ∙ Tianjin University

Professor of Department of Computer Science and Engineering at University of South Carolina since 2014, Associate Professor at University of South Carolina from 2008-2013, Ph.D. degree from the Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, in 2002.

Featured Co-authors

Wei Liu
267 publications
Zheng Zhang
113 publications
Jing Xiao
97 publications
Li Chen
90 publications
Zheng Wang
87 publications
Long Chen
86 publications
Qian Wang
85 publications
Le Lu
84 publications
Sanja Fidler
81 publications
Tim Menzies
78 publications
Jun Zhou
74 publications

CoCoFuzzing: Testing Neural Code Models with Coverage-Guided Fuzzing

Deep learning-based code processing models have shown good performance f...
06/17/2021 ∙ by Moshi Wei, et al. ∙ 0 ∙ share

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DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation

Semantic segmentation of nighttime images plays an equally important rol...
04/22/2021 ∙ by Xinyi Wu, et al. ∙ 31 ∙ share

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From Shadow Generation to Shadow Removal

Shadow removal is a computer-vision task that aims to restore the image ...
03/24/2021 ∙ by Zhihao Liu, et al. ∙ 0 ∙ share

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Multi-Domain Multi-Task Rehearsal for Lifelong Learning

Rehearsal, seeking to remind the model by storing old knowledge in lifel...
12/14/2020 ∙ by Fan lyu, et al. ∙ 0 ∙ share

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Contour Transformer Network for One-shot Segmentation of Anatomical Structures

Accurate segmentation of anatomical structures is vital for medical imag...
12/02/2020 ∙ by Yuhang Lu, et al. ∙ 10 ∙ share

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TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines

Accurate detection and segmentation of transmission towers (TTs) and pow...
10/20/2020 ∙ by Rabab Abdelfattah, et al. ∙ 0 ∙ share

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Making Images Undiscoverable from Co-Saliency Detection

In recent years, co-saliency object detection (CoSOD) has achieved signi...
09/19/2020 ∙ by Ruijun Gao, et al. ∙ 1 ∙ share

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Learning to Segment Anatomical Structures Accurately from One Exemplar

Accurate segmentation of critical anatomical structures is at the core o...
07/06/2020 ∙ by Yuhang Lu, et al. ∙ 0 ∙ share

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Shadow Removal by a Lightness-Guided Network with Training on Unpaired Data

Shadow removal can significantly improve the image visual quality and ha...
06/28/2020 ∙ by Zhihao Liu, et al. ∙ 0 ∙ share

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Modeling Cross-view Interaction Consistency for Paired Egocentric Interaction Recognition

With the development of Augmented Reality (AR), egocentric action recogn...
03/24/2020 ∙ by Zhongguo Li, et al. ∙ 6 ∙ share

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MUTATT: Visual-Textual Mutual Guidance for Referring Expression Comprehension

Referring expression comprehension (REC) aims to localize a text-related...
03/18/2020 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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Label-guided Learning for Text Classification

Text classification is one of the most important and fundamental tasks i...
02/25/2020 ∙ by Xien Liu, et al. ∙ 0 ∙ share

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Deep Poisoning Functions: Towards Robust Privacy-safe Image Data Sharing

As deep networks are applied to an ever-expanding set of computer vision...
12/14/2019 ∙ by Hao Guo, et al. ∙ 11 ∙ share

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Transductive Zero-Shot Hashing for Multi-Label Image Retrieval

Hash coding has been widely used in approximate nearest neighbor search ...
11/17/2019 ∙ by Qin Zou, et al. ∙ 0 ∙ share

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An End-to-End Network for Co-Saliency Detection in One Single Image

As a common visual problem, co-saliency detection within a single image ...
10/25/2019 ∙ by Yuanhao Yue, et al. ∙ 24 ∙ share

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Effects of Blur and Deblurring to Visual Object Tracking

Intuitively, motion blur may hurt the performance of visual object track...
08/21/2019 ∙ by Qing Guo, et al. ∙ 8 ∙ share

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Characterizing and Understanding Software Developer Networks in Security Development

To build secure software, developers often work together during software...
07/28/2019 ∙ by Song Wang, et al. ∙ 0 ∙ share

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Multiple Human Association between Top and Horizontal Views by Matching Subjects' Spatial Distributions

Video surveillance can be significantly enhanced by using both top-view ...
07/26/2019 ∙ by Ruize Han, et al. ∙ 4 ∙ share

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Which One to Go: Security and Usability Evaluation of Mid-Air Gestures

With the emerging of touch-less human-computer interaction techniques an...
11/26/2018 ∙ by Wenyuan Xu, et al. ∙ 0 ∙ share

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Validating the Contextual Information of Outdoor Images for Photo Misuse Detection

The contextual information (i.e., the time and location) in which a phot...
11/21/2018 ∙ by Xiaopeng Li, et al. ∙ 0 ∙ share

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Global and Local Sensitivity Guided Key Salient Object Re-augmentation for Video Saliency Detection

The existing still-static deep learning based saliency researches do not...
11/19/2018 ∙ by Ziqi Zhou, et al. ∙ 0 ∙ share

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Dating Ancient Paintings of Mogao Grottoes Using Deeply Learnt Visual Codes

Cultural heritage is the asset of all the peoples of the world. The pres...
10/22/2018 ∙ by Qingquan Li, et al. ∙ 2 ∙ share

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Does Haze Removal Help CNN-based Image Classification?

Hazy images are common in real scenarios and many dehazing methods have ...
10/12/2018 ∙ by Yanting Pei, et al. ∙ 0 ∙ share

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Effects of Image Degradations to CNN-based Image Classification

Just like many other topics in computer vision, image classification has...
10/12/2018 ∙ by Yanting Pei, et al. ∙ 0 ∙ share

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Interactive Binary Image Segmentation with Edge Preservation

Binary image segmentation plays an important role in computer vision and...
09/10/2018 ∙ by Jianfeng Zhang, et al. ∙ 6 ∙ share

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Unsupervised Learning for Large-Scale Fiber Detection and Tracking in Microscopic Material Images

Constructing 3D structures from serial section data is a long standing p...
05/25/2018 ∙ by Hongkai Yu, et al. ∙ 0 ∙ share

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Design Identification of Curve Patterns on Cultural Heritage Objects: Combining Template Matching and CNN-based Re-Ranking

The surfaces of many cultural heritage objects were embellished with var...
05/17/2018 ∙ by Jun Zhou, et al. ∙ 2 ∙ share

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Cutting Away the Confusion From Crowdtesting

Crowdtesting is effective especially when it comes to the feedback on GU...
05/07/2018 ∙ by Junjie Wang, et al. ∙ 0 ∙ share

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Object Detection with Mask-based Feature Encoding

Region-based Convolutional Neural Networks (R-CNNs) have achieved great ...
02/12/2018 ∙ by Xiaochuan Fan, et al. ∙ 0 ∙ share

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Curve-Structure Segmentation from Depth Maps: A CNN-based Approach and Its Application to Exploring Cultural Heritage Objects

Motivated by the important archaeological application of exploring cultu...
11/07/2017 ∙ by Yuhang Lu, et al. ∙ 0 ∙ share

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On Study of the Reliable Fully Convolutional Networks with Tree Arranged Outputs (TAO-FCN) for Handwritten String Recognition

The handwritten string recognition is still a challengeable task, though...
07/10/2017 ∙ by Song Wang, et al. ∙ 0 ∙ share

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An Automated CNN Recommendation System for Image Classification Tasks

Nowadays the CNN is widely used in practical applications for image clas...
12/27/2016 ∙ by Song Wang, et al. ∙ 0 ∙ share

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Robust Gait Recognition by Integrating Inertial and RGBD Sensors

Gait has been considered as a promising and unique biometric for person ...
10/31/2016 ∙ by Qin Zou, et al. ∙ 0 ∙ share

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Who Leads the Clothing Fashion: Style, Color, or Texture? A Computational Study

It is well known that clothing fashion is a distinctive and often habitu...
08/26/2016 ∙ by Qin Zou, et al. ∙ 0 ∙ share

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Identifying Designs from Incomplete, Fragmented Cultural Heritage Objects by Curve-Pattern Matching

Study of cultural-heritage objects with embellished realistic and abstra...
08/05/2016 ∙ by Jun Zhou, et al. ∙ 0 ∙ share

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On Study of the Binarized Deep Neural Network for Image Classification

Recently, the deep neural network (derived from the artificial neural ne...
02/24/2016 ∙ by Song Wang, et al. ∙ 0 ∙ share

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Unsupervised Cross-Domain Recognition by Identifying Compact Joint Subspaces

This paper introduces a new method to solve the cross-domain recognition...
09/05/2015 ∙ by Yuewei Lin, et al. ∙ 0 ∙ share

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Co-interest Person Detection from Multiple Wearable Camera Videos

Wearable cameras, such as Google Glass and Go Pro, enable video data col...
09/05/2015 ∙ by Yuewei Lin, et al. ∙ 0 ∙ share

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LooseCut: Interactive Image Segmentation with Loosely Bounded Boxes

One popular approach to interactively segment the foreground object of i...
07/11/2015 ∙ by Hongkai Yu, et al. ∙ 0 ∙ share

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Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation

We propose a new learning-based method for estimating 2D human pose from...
04/27/2015 ∙ by Xiaochuan Fan, et al. ∙ 0 ∙ share

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Feature Sampling Strategies for Action Recognition

Although dense local spatial-temporal features with bag-of-features repr...
01/28/2015 ∙ by Youjie Zhou, et al. ∙ 0 ∙ share

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Large-Scale Automatic Labeling of Video Events with Verbs Based on Event-Participant Interaction

We present an approach to labeling short video clips with English verbs ...
04/16/2012 ∙ by Andrei Barbu, et al. ∙ 0 ∙ share

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Video In Sentences Out

We present a system that produces sentential descriptions of video: who ...
04/12/2012 ∙ by Andrei Barbu, et al. ∙ 0 ∙ share

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