Shu Kong

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

OpenGAN. ICCV2021 - training a post-hoc lightweight GAN-discriminator for open-set recognition

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

Dimensional-Emotion-Analysis-of-Facial-Expression. MATLAB

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

MPC2026-tutorial. short course on Deep Learning and Its Applications to Pollen Analysis

wormSegCountSystem. MATLAB

PatchMatchingForPollenIdentification. Selecting discriminative patches to match pollen grains for identification.

modern_pollen_24wayCls. Joint detection, segmentation and classification with multiplicative architecture.

Identify-Fossil-Pollen-with-Modern-Reference. Match patches with modern pollen grains to identify fossilized grains.

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

OIST-mini-course-CVML. Jupyter Notebook

RGBT-detection.

MidFea_NSlayer. Learning Mid-Level Features and Modeling Neuron Selectivity for Image Classification

videoSeg. MATLAB