Sampling Techniques for Large-Scale Object Detection from Sparsely Annotated Objects

27 November 2018

Papers citing "Sampling Techniques for Large-Scale Object Detection from Sparsely Annotated Objects"

25 / 25 papers shown

Title
Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation Bin-Bin Gao Xiaochen Chen Z. Huang Congchong Nie Jun Liu Jinxiang Lai Guannan Jiang Xi-Zhao Wang Chengjie Wang 109 28 0 20 May 2025
Leveraging Sparse Annotations for Leukemia Diagnosis on the Large Leukemia Dataset Abdul Rehman Talha Meraj A. Minhas A. Imran Mohsen Ali Waqas Sultani M. Shah 86 0 0 03 Apr 2025
Multispectral Pedestrian Detection with Sparsely Annotated Label Chan Lee Seungho Shin Gyeong-Moon Park Jung Uk Kim 93 0 0 05 Jan 2025
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale Alina Kuznetsova H. Rom N. Alldrin J. Uijlings Ivan Krasin ... S. Popov Matteo Malloci Alexander Kolesnikov Tom Duerig V. Ferrari ObjD VLM 89 1,340 0 02 Nov 2018
Solution for Large-Scale Hierarchical Object Detection Datasets with Incomplete Annotation and Data Imbalance Yuan Gao Xingyuan Bu Yang Hu Hui Shen T. Bai Xubin Li Shilei Wen ObjD 45 19 0 15 Oct 2018
Soft Sampling for Robust Object Detection Zhe Wu Navaneeth Bodla Bharat Singh Mahyar Najibi Rama Chellappa L. Davis ObjD 41 72 0 18 Jun 2018
Part-Aware Fine-grained Object Categorization using Weakly Supervised Part Detection Network Yabin Zhang Kui Jia Zhixin Wang 32 23 0 16 Jun 2018
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation Naoto Inoue Ryosuke Furuta T. Yamasaki Kiyoharu Aizawa ObjD 71 528 0 30 Mar 2018
ChainerMN: Scalable Distributed Deep Learning Framework Takuya Akiba Keisuke Fukuda Shuji Suzuki AI4CE BDL GNN 32 59 0 31 Oct 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 351 26,241 0 05 Sep 2017
ChainerCV: a Library for Deep Learning in Computer Vision Yusuke Niitani Toru Ogawa Shunta Saito Masaki Saito VLM 31 53 0 28 Aug 2017
CoupleNet: Coupling Global Structure with Local Parts for Object Detection Yousong Zhu Chaoyang Zhao Jinqiao Wang Xu Zhao Yi Wu Hanqing Lu ObjD 63 253 0 09 Aug 2017
Transfer Learning by Ranking for Weakly Supervised Object Annotation Zhiyuan Shi P. Siva Tao Xiang 40 61 0 02 May 2017
Weakly- and Semi-Supervised Object Detection with Expectation-Maximization Algorithm Ziang Yan Jian Liang Weishen Pan Jin Li Changshui Zhang VLM WSOD 53 46 0 28 Feb 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 421 21,951 0 09 Dec 2016
Training Region-based Object Detectors with Online Hard Example Mining Abhinav Shrivastava Abhinav Gupta Ross B. Girshick ObjD 129 2,413 0 12 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.5K 192,638 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 152 29,646 0 08 Dec 2015
Weakly Supervised Deep Detection Networks Hakan Bilen Andrea Vedaldi WSOD 54 784 0 09 Nov 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 598 36,643 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 421 61,900 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 279 24,976 0 30 Apr 2015
Weakly Supervised Object Localization with Multi-fold Multiple Instance Learning R. G. Cinbis Jakob Verbeek Cordelia Schmid WSOD SSL 58 430 0 03 Mar 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 295 43,290 0 01 May 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks P. Sermanet David Eigen Xiang Zhang Michaël Mathieu Rob Fergus Yann LeCun ObjD 143 4,999 0 21 Dec 2013