2018-11-19
DeRPN: Taking a further step toward more general object detection
- intro: AAAI 2019
- arXiv: https://arxiv.org/abs/1811.06700
- github: https://github.com/HCIILAB/DeRPN
2018-11-14
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network
- intro: AAAI 2019
- arXiv: https://arxiv.org/abs/1811.04533
- github: https://github.com/qijiezhao/M2Det
2018-10-31
Hybrid Knowledge Routed Modules for Large-scale Object Detection
- intro: Sun Yat-Sen University & Huawei Noah’s Ark Lab
- arXiv: https://arxiv.org/abs/1810.12681
- github: https://github.com/chanyn/HKRM
2018-10-08
Weakly Supervised Object Detection in Artworks
- intro: ECCV 2018 Workshop Computer Vision for Art Analysis
- arXiv: https://arxiv.org/abs/1810.02569
- Datasets: https://wsoda.telecom-paristech.fr/downloads/dataset/IconArt_v1.zip
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation
- intro: CVPR 2018
- arXiv: https://arxiv.org/abs/1803.11365
- homepage: https://naoto0804.github.io/cross_domain_detection/
- paper: http://openaccess.thecvf.com/content_cvpr_2018/html/Inoue_Cross-Domain_Weakly-Supervised_Object_CVPR_2018_paper.html
- github: https://github.com/naoto0804/cross-domain-detection
2018-09-26
Object Detection from Scratch with Deep Supervision
- intro: This is an extended version of DSOD
- arXiv: https://arxiv.org/abs/1809.09294
2018-09-25
《Softer-NMS: Rethinking Bounding Box Regression for Accurate Object Detection》
- intro: CMU & Face++
- arXiv: https://arxiv.org/abs/1809.08545
- github: https://github.com/yihui-he/softer-NMS
2018-09-21
《Receptive Field Block Net for Accurate and Fast Object Detection》
- intro: ECCV 2018
- arXiv: https://arxiv.org/abs/1711.07767
- github: https://github.com/ruinmessi/RFBNet
2018-09-11
《Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks》
-
intro: awesome
2018-09-10
《Deep Learning for Generic Object Detection: A Survey》
- intro: Submitted to IJCV 2018
- arXiv: https://arxiv.org/abs/1809.02165
2018-08-27
Deep Feature Pyramid Reconfiguration for Object Detection
- intro: ECCV 2018
- arXiv: https://arxiv.org/abs/1808.07993
2018-08-17
R3-Net: A Deep Network for Multi-oriented Vehicle Detection in Aerial Images and Videos
- arxiv: https://arxiv.org/abs/1808.05560
- youtube: https://youtu.be/xCYD-tYudN0
2018-08-14
《Unsupervised Hard Example Mining from Videos for Improved Object Detection》
- intro: ECCV 2018
- arXiv: https://arxiv.org/abs/1808.04285
2018-08-10
CornerNet: Detecting Objects as Paired Keypoints
- intro: ECCV 2018
- arXiv: https://arxiv.org/abs/1808.01244
2018-07-30
Acquisition of Localization Confidence for Accurate Object Detection
- intro: ECCV 2018
- arXiv: https://arxiv.org/abs/1807.11590
- github: https://github.com/vacancy/PreciseRoIPooling