Common Objects in Context (COCO)

Common Objects in Context (COCO) is a database that aims to enable future research for object detection, instance segmentation, image captioning, and person keypoints localization.

For more details, see http://mscoco.org/

Papers

2017

Focal Loss for Dense Object Detection (Best Student Paper Award)

Lin, Tsung-Yi; Goyal, Priya; Girshick, Ross; He, Kaiming; Dollár, Piotr

Focal Loss for Dense Object Detection (Best Student Paper Award)

International Conference on Computer Vision (ICCV), Venice, Italy, 2017, (Oral).

(Links | BibTeX)

Feature Pyramid Networks for Object Detection

Lin, Tsung-Yi; Dollár, Piotr; Girshick, Ross; He, Kaiming; Hariharan, Bharath; Belongie, Serge

Feature Pyramid Networks for Object Detection

Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017.

(Links | BibTeX)

2016

Learning to Refine Object Segments

Pinheiro, Pedro; Lin, Tsung-Yi; Collobert, Ronan; Dollár, Piotr

Learning to Refine Object Segments

European Conference on Computer Vision (ECCV), Amsterdam, 2016, (spotlight).

(Links | BibTeX)

A MultiPath Network for Object Detection

Zagoruyko, Sergey; Lerer, Adam; Lin, Tsung-Yi; Pinheiro, Pedro; Gross, Sam; Chintala, Soumith; Dollár, Piotr

A MultiPath Network for Object Detection

British Machine Vision Conference (BMVC), York, UK, 2016.

(Links | BibTeX)

COCO-Text Explorer

Su, Philip

COCO-Text Explorer

Cornell University CS Department MEng Report, 2016.

(Links | BibTeX)

COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images

Veit, Andreas; Matera, Tomas; Neumann, Lukas; Matas, Jiri; Belongie, Serge

COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images

arXiv preprint arXiv:1601.07140, 2016.

(Links | BibTeX)

2015

COCO-Reader: Image Reader for the Blind

Wu, Xiaoyan; Su, Jiaqi

COCO-Reader: Image Reader for the Blind

Cornell University CS Department Summer Internship Continuity Report, 2015.

(Links | BibTeX)

Microsoft COCO Captions: Data Collection and Evaluation Server

Chen, Xinlei; Hao Fang, Tsung-Yi Lin; Vedantam, Ramakrishna; Gupta, Saurabh; Dollár, Piotr; Zitnick, Lawrence

Microsoft COCO Captions: Data Collection and Evaluation Server

arXiv preprint arXiv:1504.00325, 2015.

(Links | BibTeX)

2014

Microsoft COCO: Common Objects in Context

Lin, Tsung-Yi; Maire, Michael; Belongie, Serge; Hays, James; Perona, Pietro; Ramanan, Deva; Dollár, Piotr; Zitnick, Lawrence

Microsoft COCO: Common Objects in Context

European Conference on Computer Vision (ECCV), Zürich, 2014, (Oral).

(Links | BibTeX)