IEEE

Semantic Segmentation of Transparent Objects Based on 3D Weights

Abstract: Due to the fact that transparent objects are optically transparent by themselves and at the same time lack obvious surface features. Simply using Convolutional Neural Network or Transformer ...
GitHub

EvInsMOS: Instance-Level Moving Object Segmentation from a Single Image with Events

The code has been tested with Python 3.9.13 and PyTorch 1.13.0 with CUDA 11.7. conda create --name emos python=3.9 conda activate emos pip install torch==1.13.0 ...
GitHub

SegLLM: Multi-round Reasoning Segmentation

We present SegLLM, a novel multi-round interactive segmentation model that leverages conversational memory of both visual and textual outputs to reason over previously segmented objects and past ...
eLife

Human EEG and artificial neural networks reveal disentangled representations and processing timelines of object real-world size and depth in natural images

Neural and computational evidence reveals that real-world size is a temporally late, semantically grounded, and hierarchically stable dimension of object representation in both human brains and ...
IEEE

Concealed Hazardous Object Instance Segmentation for Terahertz Security Inspection Images With Channel-Spatialized Transformer

Abstract: The terahertz (THz) wave can penetrate many nonmetallic materials, such as paper, plastic, and clothing, making it highly valuable in the field of security checks. However, the low contrast ...