object_detection_based_on_deep_learning

generic tech

[1706.02677v2] Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

[1701.04128v2] Understanding the Effective Receptive Field in Deep Convolutional Neural Networks

[1811.11168v2] Deformable ConvNets v2: More Deformable, Better Results [论文笔记]

detector

[1904.06493v2] Double-Head RCNN: Rethinking classification and localization for object detection

[1904.02701v1] Libra RCNN:Towards Balanced Learning for Object Detection 论文笔记

[1904.11490v1] RepPoints: Point Set Representation for Object Detection

nuclei segmentation

[1810.00236v2] Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images

MICCAI 2019

DeepACE: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks

CVPR 2018

DSRG： Weakly-Supervised Semantic Segmentation Network with Deep Seeded Region Growing