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Chapter and Conference Paper
Motion and Gray Based Automatic Road Segment Method MGARS in Urban Traffic Surveillance
This paper presents a novel method MGARS to automatic road area segmentation based on motion and gray feature for the purpose of urban traffic surveillance. The proposed method can locate road region by region...
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Chapter and Conference Paper
The PICA Framework for Performance Analysis of Pattern Recognition Systems and Its Application in Broadcast News Segmentation
In this paper, the performance influencing class analysis (PI-CA) framework is proposed for performance analysis of pattern recognition systems dealing with data with great variety and diversity. Through the P...
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Chapter and Conference Paper
Real-Time Plane Segmentation and Obstacle Detection of 3D Point Clouds for Indoor Scenes
Scene analysis is an important issue in computer vision and extracting structural information is one of the fundamental techniques. Taking advantage of depth camera, we propose a novel fast plane segmentation ...
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Chapter and Conference Paper
Multiple Visual Fields Cascaded Convolutional Neural Network for Breast Cancer Detection
This paper proposes a novel multiple visual fields cascaded convolutional neural network MVF-CasCNN to detect breast cancer metastases in the gigapixel whole slide image WSI. Here visual field is the total area o...
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Chapter and Conference Paper
A Pointer-Generator Based Abstractive Summarization Model with Knowledge Distillation
The use of large-scale pre-trained models for text summarization has attracted increasing attention in the computer science community. However, pre-training models with millions of parameters and long training...