3 papers
cs.CV2026
Pip-Stereo: Progressive Iterations Pruner for Iterative Optimization based Stereo Matching
Jintu Zheng, Qizhe Liu, HuangXin Xu +1
While iterative stereo matching achieves high accuracy, its dependence on Recurrent Neural Networks (RNN) hinders edge deployment, a challenge underexplored in existing researches.…
cs.CV2024
Memory Matching is not Enough: Jointly Improving Memory Matching and Decoding for Video Object Segmentation
Jintu Zheng, Yun Liang, Yuqing Zhang +1
Memory-based video object segmentation methods model multiple objects over long temporal-spatial spans by establishing memory bank, which achieve the remarkable performance. Howeve…
cs.CV2024
SparseSSP: 3D Subcellular Structure Prediction from Sparse-View Transmitted Light Images
Jintu Zheng, Yi Ding, Qizhe Liu +3
Traditional fluorescence staining is phototoxic to live cells, slow, and expensive; thus, the subcellular structure prediction (SSP) from transmitted light (TL) images is emerging…