Michael Ying Yang

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Wuhan University ∙ University of Twente

Assistant Professor at University of Twente, Head of Scene Understanding Group

Self-supervised monocular depth estimation from oblique UAV videos

UAVs have become an essential photogrammetric measurement as they are af...
12/19/2020 ∙ by Logambal Madhuanand, et al. ∙ 12 ∙ share

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LGENet: Local and Global Encoder Network for Semantic Segmentation of Airborne Laser Scanning Point Clouds

Interpretation of Airborne Laser Scanning (ALS) point clouds is a critic...
12/18/2020 ∙ by Yaping Lin, et al. ∙ 0 ∙ share

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Boosting Image Super-Resolution Via Fusion of Complementary Information Captured by Multi-Modal Sensors

Image Super-Resolution (SR) provides a promising technique to enhance th...
12/07/2020 ∙ by Fan Wang, et al. ∙ 0 ∙ share

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CABiNet: Efficient Context Aggregation Network for Low-Latency Semantic Segmentation

With the increasing demand of autonomous machines, pixel-wise semantic s...
11/02/2020 ∙ by Saumya Kumaar, et al. ∙ 0 ∙ share

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Exploring Dynamic Context for Multi-path Trajectory Prediction

To accurately predict future positions of different agents in traffic sc...
10/30/2020 ∙ by Hao Cheng, et al. ∙ 0 ∙ share

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DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation

The past decade has witnessed great progress on remote sensing (RS) imag...
06/22/2020 ∙ by Yang Long, et al. ∙ 0 ∙ share

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AMENet: Attentive Maps Encoder Network for Trajectory Prediction

Trajectory prediction is a crucial task in different communities, such a...
06/15/2020 ∙ by Hao Cheng, et al. ∙ 0 ∙ share

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LR-CNN: Local-aware Region CNN for Vehicle Detection in Aerial Imagery

State-of-the-art object detection approaches such as Fast/Faster R-CNN, ...
05/28/2020 ∙ by Wentong Liao, et al. ∙ 6 ∙ share

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Plug Play Convolutional Regression Tracker for Video Object Detection

Video object detection targets to simultaneously localize the bounding b...
03/02/2020 ∙ by Ye Lyu, et al. ∙ 0 ∙ share

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NODIS: Neural Ordinary Differential Scene Understanding

Semantic image understanding is a challenging topic in computer vision. ...
01/14/2020 ∙ by Cong Yuren, et al. ∙ 16 ∙ share

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CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus

We present a robust estimator for fitting multiple parametric models of ...
01/08/2020 ∙ by Florian Kluger, et al. ∙ 26 ∙ share

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Deep Neural Network for Fast and Accurate Single Image Super-Resolution via Channel-Attention-based Fusion of Orientation-aware Features

Recently, Convolutional Neural Networks (CNNs) have been successfully ad...
12/09/2019 ∙ by Du Chen, et al. ∙ 15 ∙ share

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LIP: Learning Instance Propagation for Video Object Segmentation

In recent years, the task of segmenting foreground objects from backgrou...
09/30/2019 ∙ by Ye Lyu, et al. ∙ 13 ∙ share

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Temporally Consistent Horizon Lines

The horizon line is an important geometric feature for many image proces...
07/23/2019 ∙ by Florian Kluger, et al. ∙ 4 ∙ share

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Unsupervised Domain Adaptation for Multispectral Pedestrian Detection

Multimodal information (e.g., visible and thermal) can generate robust p...
04/07/2019 ∙ by Dayan Guan, et al. ∙ 0 ∙ share

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Exploring the Semantics for Visual Relationship Detection

Scene graph construction / visual relationship detection from an image a...
04/03/2019 ∙ by Wentong Liao, et al. ∙ 1 ∙ share

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Box-level Segmentation Supervised Deep Neural Networks for Accurate and Real-time Multispectral Pedestrian Detection

Effective fusion of complementary information captured by multi-modal se...
02/14/2019 ∙ by Yanpeng Cao, et al. ∙ 14 ∙ share

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Security Event Recognition for Visual Surveillance

With rapidly increasing deployment of surveillance cameras, the reliable...
10/26/2018 ∙ by Michael Ying Yang, et al. ∙ 1 ∙ share

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The UAVid Dataset for Video Semantic Segmentation

Video semantic segmentation has been one of the research focus in comput...
10/24/2018 ∙ by Ye Lyu, et al. ∙ 4 ∙ share

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Change Detection between Multimodal Remote Sensing Data Using Siamese CNN

Detecting topographic changes in the urban environment has always been a...
07/25/2018 ∙ by Zhenchao Zhang, et al. ∙ 2 ∙ share

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Patch-based Evaluation of Dense Image Matching Quality

Airborne laser scanning and photogrammetry are two main techniques to ob...
07/25/2018 ∙ by Zhenchao Zhang, et al. ∙ 6 ∙ share

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Fusion of Multispectral Data Through Illumination-aware Deep Neural Networks for Pedestrian Detection

Multispectral pedestrian detection has received extensive attention in r...
02/27/2018 ∙ by Dayan Guan, et al. ∙ 0 ∙ share

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Temporally Object-based Video Co-Segmentation

In this paper, we propose an unsupervised video object co-segmentation f...
02/09/2018 ∙ by Michael Ying Yang, et al. ∙ 1 ∙ share

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Slice Sampling Particle Belief Propagation

Inference in continuous label Markov random fields is a challenging task...
02/09/2018 ∙ by Oliver Mueller, et al. ∙ 1 ∙ share

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Unsupervised Deep Domain Adaptation for Pedestrian Detection

This paper addresses the problem of unsupervised domain adaptation on th...
02/09/2018 ∙ by Lihang Liu, et al. ∙ 0 ∙ share

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Video Event Recognition and Anomaly Detection by Combining Gaussian Process and Hierarchical Dirichlet Process Models

In this paper, we present an unsupervised learning framework for analyzi...
02/09/2018 ∙ by Michael Ying Yang, et al. ∙ 1 ∙ share

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Triplet-based Deep Similarity Learning for Person Re-Identification

In recent years, person re-identification (re-id) catches great attentio...
02/09/2018 ∙ by Wentong Liao, et al. ∙ 1 ∙ share

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Vehicle Detection in Aerial Images

The detection of vehicles in aerial images is widely applied in many app...
01/22/2018 ∙ by Michael Ying Yang, et al. ∙ 1 ∙ share

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Natural Language Guided Visual Relationship Detection

Reasoning about the relationships between object pairs in images is a cr...
11/16/2017 ∙ by Wentong Liao, et al. ∙ 1 ∙ share

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Learning a Fully Convolutional Network for Object Recognition using very few Data

In recent years, data-driven methods have shown great success for extrac...
09/18/2017 ∙ by Christoph Reinders, et al. ∙ 2 ∙ share

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Towards Automated Cadastral Boundary Delineation from UAV Data

Unmanned aerial vehicles (UAV) are evolving as an alternative tool to ac...
09/06/2017 ∙ by Sophie Crommelinck, et al. ∙ 0 ∙ share

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Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic Projection

We present a novel approach for vanishing point detection from uncalibra...
07/08/2017 ∙ by Florian Kluger, et al. ∙ 2 ∙ share

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Analyzing Modular CNN Architectures for Joint Depth Prediction and Semantic Segmentation

This paper addresses the task of designing a modular neural network arch...
02/26/2017 ∙ by Omid Hosseini Jafari, et al. ∙ 0 ∙ share

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Motion Segmentation via Global and Local Sparse Subspace Optimization

In this paper, we propose a new framework for segmenting feature-based m...
01/24/2017 ∙ by Michael Ying Yang, et al. ∙ 1 ∙ share

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Real-Time RGB-D based Template Matching Pedestrian Detection

Pedestrian detection is one of the most popular topics in computer visio...
10/03/2016 ∙ by Omid Hosseini Jafari, et al. ∙ 0 ∙ share

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Can Ground Truth Label Propagation from Video help Semantic Segmentation?

For state-of-the-art semantic segmentation task, training convolutional ...
10/03/2016 ∙ by Siva Karthik Mustikovela, et al. ∙ 0 ∙ share

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On Support Relations and Semantic Scene Graphs

Scene understanding is a popular and challenging topic in both computer ...
09/19/2016 ∙ by Michael Ying Yang, et al. ∙ 1 ∙ share

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Michael Ying Yang

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