Object Proposal Generation Using Two-Stage Cascade SVMs

勝田和行, Philip H S Torr · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014

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Type: article
Published: 2014-07-19
Cited by: 22
References: 36
Access: Open access
DOI: https://doi.org/10.1109/tpami.2015.2430348
arXiv: https://arxiv.org/abs/1407.5242
PubMed: https://pubmed.ncbi.nlm.nih.gov/26656580/
OpenAlex: https://openalex.org/W26656580
Semantic Scholar: https://api.semanticscholar.org/CorpusID:15628415

Keywords

Geology

References

Distance Transforms of Sampled FunctionsPedro F. Felzenszwalb, Daniel P. Huttenlocher — 2012
HCP: A Flexible CNN Framework for Multi-Label Image ClassificationYunchao Wei, Wei Xia, Min Lin — 2014
Regionlets for Generic Object DetectionXiaoyu Wang, Ming Yang, Shenghuo Zhu — 2013
Proposal generation for object detection using cascaded ranking SVMsZiming Zhang, Jonathan Warrell, Philip H. S. Torr — 2011
Learning to Group ObjectsVictoria Yanulevskaya, Jasper Uijlings, Nicu Sebe — 2014
Generating Object Segmentation Proposals Using Global and Local SearchPekka Rantalankila, Juho Kannala, Esa Rahtu — 2014
An efficient divide-and-conquer cascade for nonlinear object detectionChristoph H. Lampert — 2010
Category-Independent Object Proposals with Diverse RankingIan Endres, Derek Hoiem — 2014
Cascade object detection with deformable part modelsPedro F. Felzenszwalb, Ross Girshick, David McAllester — 2010
CPMC: Automatic Object Segmentation Using Constrained Parametric Min-CutsJoão Carreira, Cristian Sminchisescu — 2012
Measuring the Objectness of Image WindowsBogdan Alexe, Thomas Deselaers, Vittorio Ferrari — 2011
Vlfeat: an open and portable library of computer vision algorithmsAndrea Vedaldi, Brian Fulkerson — 2010
Selective Search for Object RecognitionJasper Uijlings, Koen E. A. van de Sande, Theo Gevers — 2013
How good are detection proposals, really?Jan Hosang, Rodrigo Benenson, Bernt Schiele — 2014
Cascaded Classification Models: Combining Models for Holistic Scene UnderstandingGeremy Heitz, Stephen Jay Gould, Ashutosh Saxena — 2008
LIBLINEAR: A Library for Large Linear ClassificationRong-En Fan, Kai‐Wei Chang, Cho‐Jui Hsieh — 2008
An Exemplar Model for Learning Object ClassesOndřej Chum, Andrew Zisserman — 2007
Prime Object Proposals with Randomized Prim's AlgorithmSantiago Manén, Matthieu Guillaumin, Luc Van Gool — 2013
On feature combination for multiclass object classificationPeter Gehler, Sebastian Nowozin — 2009
Learning Optimal Embedded CascadesMohammad Saberian, Nuno Vasconcelos — 2012

Cited by

Object Proposal via Partial Re-rankingJing Wang, Jie Shen — 2015
BING++: A Fast High Quality Object Proposal Generator at 100fpsZiming Zhang, Yun Liu, Tolga Bolukbasi — 2015
Fruit classification based on weighted score-level feature fusionHulin Kuang, Leanne Lai Hang Chan, Cairong Liu — 2016
Objectness estimation using edgesHongzhen Wang, Zikun Liu, Lingfeng Wang — 2015
Combination of ACF detector and multi-task CNN for hand detectionYizhang Xia, Shiyang Yan, Bailing Zhang — 2016
Sequential Optimization for Efficient High-Quality Object Proposal GenerationZiming Zhang, Yun Liu, Xi Chen — 2015
Glance and Stare: Trapping Flying Birds in Aerial Videos by Adaptive Deep Spatio-Temporal FeaturesShuman Tian, Xianbin Cao, Yan Li — 2019
Multi-class fruit detection based on image region selection and improved object proposalsHulin Kuang, Cairong Liu, Leanne Lai Hang Chan — 2018
A New Target-specific Object Proposal Generation Method for Visual TrackingGuanjun Guo, Hanzi Wang, Yan Yan — 2018
Deformable Part NetworksZiming Zhang, Rongmei Lin, Alan Sullivan — 2018
DIOD: Fast and Efficient Weakly Semi-Supervised Deep Complex ISAR Object DetectionBin Xue, Ningning Tong — 2019
Object Proposal Generator for Vehicle Detection in NighttimeJyoti Dubey, O.V. Ramana Murthy — 2017
AWBING plus algorithm for generic object proposal generationQian Liu, Feng Yang, Ce Li — 2019
Refinedbox: Refining for fewer and high-quality object proposalsYun Liu, Shijie Li, Ming‐Ming Cheng — 2020
Detection method of dense bridge disease targets based on SE-YOLOv3Yaolin Wang, Zhi Zhang, Hang Yin — 2020
Context-Dependent Object Proposal and RecognitionRay-I Chang, Chao-Lung Ting, Syuan-Yi Wu — 2020
An Improved Approach for Object Proposals GenerationYao Deng, Huawei Liang, Zhiyan Yi — 2021
A Region-Based Efficient Network for Accurate Object DetectionYurong Guan, Muhammad Aamir, Zhihua Hu — 2021
Hepatitis C Virus Detection Model by Using Random Forest, Logistic-Regression and ABC AlgorithmTzuu‐Hseng S. Li, Huan-Jung Chiu, Ping‐Huan Kuo — 2022
SpVOS: Efficient Video Object Segmentation With Triple Sparse ConvolutionWeihao Lin, Tao Chen, Chong Yu — 2023

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