Shu Kong's repositories
deepImageAestheticsAnalysis
ECCV2016 - fine-grained photo aesthetics rating with interpretability
Low-Rank-Bilinear-Pooling
CVPR2017 - an ultra-compact bilinear model for fine-grained classification
Recurrent-Pixel-Embedding-for-Instance-Grouping
CVPR2018 - pixel embedding & grouping for structured prediction, e.g., instance segmentation
predictive-filter-flow
Predictive Filter Flow for fully/self-supervised learning on various vision tasks
Pixel-Attentional-Gating
Pixel Attentional Gating for Parsimonious Per-Pixel Labeling
Recurrent-Scene-Parsing-with-Perspective-Understanding-in-the-loop
CVPR2018 - scene parsing network regulated by geometric prior
pollenDetClsSystem
Automated Recognition and Counting of Pollen Grain Species from Field Samples
deepPollen
PNAS 2020 - a pioneering work that greatly enhances plant ecological & evolutionary research using pollen data -- NSF News
Identify-Fossil-Pollen-with-Modern-Reference
Match patches with modern pollen grains to identify fossilized grains.
modern_pollen_24wayCls
Joint detection, segmentation and classification with multiplicative architecture.
PatchMatchingForPollenIdentification
Selecting discriminative patches to match pollen grains for identification.
simpleUI_wormAnnotation
a simple UI for annotating C. elegans in images
Submodular-Exemplar-Selection
The component of submodular exemplar selection for discriminative dictionary to identify pollen grains
MidFea_NSlayer
Learning Mid-Level Features and Modeling Neuron Selectivity for Image Classification
Depth-VO-Feat
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction