Transformer and upsampling-based point cloud compression

J Zhang, G Liu, D Ding, Z Ma - … of the 1st International Workshop on …, 2022 - dl.acm.org
Learning-based point cloud compression has exhibited superior coding performance over
the traditional methods such as MEPG G-PCC. Considering that conventional point cloud …

Scalable point cloud attribute compression

J Zhang, J Wang, D Ding, Z Ma - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article develops a Scalable Point Cloud Attribute Compression solution, termed
ScalablePCAC. In a two-layer example, ScalablePCAC uses the standard G-PCC at the base layer …

Content-aware rate control for geometry-based point cloud compression

J Zhang, J Zhang, W Ma, D Ding… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The Geometry-based Point Cloud Compression (G-PCC) standard enables point cloud
delivery over the internet through efficient compression. Limited by the transmission bandwidth, …

Seed-tts: A family of high-quality versatile speech generation models

…, Y Yi, J Zhang, Q Zhang, S Zhang, W Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
We introduce Seed-TTS, a family of large-scale autoregressive text-to-speech (TTS) models
capable of generating speech that is virtually indistinguishable from human speech. Seed-…

[HTML][HTML] A Binary Mixture of Emamectin Benzoate and Chlorantraniliprole Supplemented with an Adjuvant Effectively Controls Spodoptera frugiperda

J Zhang, J Jiang, K Wang, Y Zhang, Z Liu, N Yu - Insects, 2022 - mdpi.com
Simple Summary The fall armyworm (FAW) Spodoptera frugiperda causes severe crop loss
worldwide, urging effective prevention and control strategies. This study selects an effective …

YOGA: Yet another geometry-based point cloud compressor

J Zhang, T Chen, D Ding, Z Ma - Proceedings of the 31st ACM …, 2023 - dl.acm.org
A learning-based YOGA (Yet Another Geometry-based Point Cloud Compressor) is proposed.
It is flexible, allowing for the separable lossy compression of geometry and color attributes…

Learning to restore compressed point cloud attribute: A fully data-driven approach and a rules-unrolling-based optimization

J Zhang, J Zhang, D Ding, Z Ma - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The emergence of holographic media drives the standardization of Geometry-based Point
Cloud Compression (G-PCC) to sustain networked service provisioning. However, G-PCC …

Deeppcc: Learned lossy point cloud compression

J Zhang, G Liu, J Zhang, D Ding… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We propose DeepPCC, an end-to-end learning-based approach for the lossy compression
of large-scale object point clouds. For both geometry and attribute components, we introduce …

ARNet: Attribute artifact reduction for G-PCC compressed point clouds

J Zhang, J Zhang, D Ding, Z Ma - Computational Visual Media, 2025 - ieeexplore.ieee.org
A learning-based adaptive loop filter is developed for the geometry-based point-cloud
compression (G-PCC) standard to reduce attribute compression artifacts. The proposed method …

Identification of yellow gene family and functional analysis of Spodoptera frugiperda yellow-y by CRISPR/Cas9

W Han, F Tang, Y Zhong, J Zhang, Z Liu - Pesticide Biochemistry and …, 2021 - Elsevier
For a devastating agricultural pest, functional genomics promotes the finding of novel technology
to control Spodoptera frugiperda, such as the genetics-based strategies. In the present …