A review on 2D instance segmentation based on deep neural networks

HCFS3D: Hierarchical coupled feature selection network for 3D semantic and instance segmentation

(2021) Jingang Tan et al.   IMAGE AND VISION COMPUTING

Attention-guided chained context aggregation for semantic segmentation

(2021) Quan Tang et al.   IMAGE AND VISION COMPUTING

Review of object instance segmentation based on deep learning

(2021) Di Tian et al.   JOURNAL OF ELECTRONIC IMAGING

Recent advances in small object detection based on deep learning: A review

(2020) Kang Tong et al.   IMAGE AND VISION COMPUTING

Deep multimodal fusion for semantic image segmentation: A survey

(2020) Yifei Zhang et al.   IMAGE AND VISION COMPUTING

Online reconstruction-free single-pixel image classification

(2019) Pedro Latorre-Carmona et al.   IMAGE AND VISION COMPUTING

Pose-Invariant Embedding for Deep Person Re-Identification

(2019) Liang Zheng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Improving person re-identification by attribute and identity learning

(2019) Yutian Lin et al.   PATTERN RECOGNITION

A survey on deep learning techniques for image and video semantic segmentation

(2018) Alberto Garcia-Garcia et al.   APPLIED SOFT COMPUTING

Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks

(2018) Kevis-Kokitsi Maninis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep Learning for Computer Vision: A Brief Review

(2018) Athanasios Voulodimos et al.   Computational Intelligence and Neuroscience

Gland Instance Segmentation Using Deep Multichannel Neural Networks

(2017) Yan Xu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Proposal-free Network for Instance-level Semantic Object Segmentation

(2017) Xiaodan Liang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Gland segmentation in colon histology images: The glas challenge contest

(2017) Korsuk Sirinukunwattana et al.   MEDICAL IMAGE ANALYSIS

A brief introduction to weakly supervised learning

(2017) Zhi-Hua Zhou   National Science Review

Finely-grained annotated datasets for image-based plant phenotyping

(2016) Massimo Minervini et al.   PATTERN RECOGNITION LETTERS

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Leaf segmentation in plant phenotyping: a collation study

(2015) Hanno Scharr et al.   MACHINE VISION AND APPLICATIONS

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Vision meets robotics: The KITTI dataset

(2013) A Geiger et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

Pedestrian Detection: An Evaluation of the State of the Art

(2011) P. Dollar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

PatchMatch

(2009) Connelly Barnes et al.   ACM TRANSACTIONS ON GRAPHICS

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION