Jingwei Huang

ORCID: 0000-0003-0356-6002
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About
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Research Areas
  • Robotics and Sensor-Based Localization
  • Organic Electronics and Photovoltaics
  • Advanced Vision and Imaging
  • Conducting polymers and applications
  • Advanced Photocatalysis Techniques
  • 3D Surveying and Cultural Heritage
  • 3D Shape Modeling and Analysis
  • Perovskite Materials and Applications
  • Metal-Organic Frameworks: Synthesis and Applications
  • Robot Manipulation and Learning
  • Covalent Organic Framework Applications
  • Hydrology and Watershed Management Studies
  • Advanced Image and Video Retrieval Techniques
  • Organic Light-Emitting Diodes Research
  • Remote Sensing and LiDAR Applications
  • Image and Object Detection Techniques
  • Quantum Dots Synthesis And Properties
  • Electrochemical sensors and biosensors
  • Flood Risk Assessment and Management
  • Silicon Nanostructures and Photoluminescence
  • Advanced Semiconductor Detectors and Materials
  • Advanced Neural Network Applications
  • Smart Grid Energy Management
  • Image Processing and 3D Reconstruction
  • Remote-Sensing Image Classification

Huazhong University of Science and Technology
2022-2025

Nanjing University
2024

Huawei Technologies (China)
2022-2024

Changzhou University
2021-2024

Hong Kong Polytechnic University
2022

Northwest Normal University
2022

Huawei Technologies (France)
2021

Stanford University
2019

New York University
2018

Tel Aviv University
2018

The goal of this paper is to estimate the 6D pose and dimensions unseen object instances in an RGB-D image. Contrary "instance-level'' estimation tasks, our problem assumes that no exact CAD models are available during either training or testing time. To handle different a given category, we introduce Normalized Object Coordinate Space (NOCS)-a shared canonical representation for all possible within category. Our region-based neural network then trained directly infer correspondence from...

10.1109/cvpr.2019.00275 article EN 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019-06-01

The large non-radiative recombination is the main factor that limits state-of-the-art organic solar cells (OSCs). In this work, two novel structurally similar oligomers (named 5BDTBDD and 5BDDBDT) with D-A-D-A-D A-D-A-D-A configuration are synthesized for high-performance ternary OSCs low energy loss. As third components, these PM6 analogue effectively suppress in OSCs. Although highest occupied molecular orbital (HOMO) levels of 5BDDBDT higher than PM6, enabled ultra-high...

10.1002/adma.202107659 article EN Advanced Materials 2022-01-08

We present PrimitiveNet, a novel approach for high-resolution primitive instance segmentation from point clouds on large scale. Our key idea is to transform the global problem into easier local tasks. train embedding network predict explicit geometry features and implicit latent each point. The jointly trained with an adversarial as discriminator decide whether points are same in neighborhoods. Such supervision encourages learned describe surface properties robustly distinguish different...

10.1109/iccv48922.2021.01506 article EN 2021 IEEE/CVF International Conference on Computer Vision (ICCV) 2021-10-01

We present HoliCity, a city-scale 3D dataset with rich structural information. Currently, this has 6,300 real-world panoramas of resolution $13312 \times 6656$ that are accurately aligned the CAD model downtown London an area more than 20 km$^2$, in which median reprojection error alignment average image is less half degree. This aims to be all-in-one data platform for research learning abstracted high-level holistic structures can derived from city models, e.g., corners, lines, wireframes,...

10.48550/arxiv.2008.03286 preprint EN other-oa arXiv (Cornell University) 2020-01-01

This technical report presents the 1st winning model for UG2+, a task in CVPR 2024 UAV Tracking and Pose-Estimation Challenge. challenge faces difficulties drone detection, UAV-type classification 2D/3D trajectory estimation extreme weather conditions with multi-modal sensor information, including stereo vision, various Lidars, Radars, audio arrays. Leveraging this we propose classification, 3D tracking method accurate tracking. A novel pipeline which incorporates sequence fusion, region of...

10.48550/arxiv.2405.16464 preprint EN arXiv (Cornell University) 2024-05-26

Reservoir operation plays an important role in reservoir management. In operation, water balance calculation is a very step. At present, one of the main challenges that inflow cannot be calculated accurately due to jacking reservoir, which produced by downstream after original course river has changed. Another reason capacity influence dynamic storage capacity. order overcome these problems, this report shows land zone front dam can used calculate capacity, since it serve as boundary for...

10.3390/w14132001 article EN Water 2022-06-23

We present a novel vectorized indoor modeling approach that converts point clouds into building information models (BIM) with concise and semantically segmented polygonal meshes. Existing methods detect planar shapes connect them to complete the scene. Some focus on floor plan reconstruction as simplified problem better analyze connectivity between planes of floors walls. However, analysis is still challenging ill-posed incomplete input. propose ArrangementNet estimate scene arrangements...

10.1145/3592122 article EN ACM Transactions on Graphics 2023-07-26

We present MVLayoutNet, a network for holistic 3D reconstruction from multi-view panoramas. Our core contribution is to seamlessly combine learned monocular layout estimation and stereo (MVS) accurate in both image space. jointly train module produce an initial novel MVS obtain geometry. Unlike standard MVSNet, our takes newly-proposed cost volume, which aggregates costs at the same depth layer into corresponding elements. additionally provide attention-based scheme that guides focus on...

10.1145/3503161.3548071 article EN Proceedings of the 30th ACM International Conference on Multimedia 2022-10-10

Abstract In the fabrication of hafnium oxide (HfO 2 )-based metal–insulator–semiconductor (MIS) devices, a sacrificial amorphous silicon (a-Si) film was used as source for facilitating formation silicate (Hf-silicate; HfSiO) between HfO and crystallized Si (c-Si). HfSiO can assist in changing phase into tetragonal achieve high dielectric constant. The combination named “Hybrid ”. When this Hybrid insulator applied to MIS it form good insulator/semiconductor interface with c-Si. cannot only...

10.7567/jjap.55.01aa10 article EN Japanese Journal of Applied Physics 2015-11-20

External quantum efficiency (EQE), color rendering index (CRI), correlated temperature (CCT), and spectral stability are key challenges for constructing high-performance white organic light-emitting diodes (WOLEDs) with a simple device structure. Herein, in order to resolve these issues, we primarily employed thermally activated delayed fluorescence (TADF) emitter of CzAcSF as host dinuclear platinum (III) complex (Pt-1) guest construct solution-processed single-emitting layer WOLEDs at low...

10.1063/5.0067935 article EN Applied Physics Letters 2021-10-11

Abstract We propose a unified 3D flow framework for joint learning of shape embedding and deformation different categories. Our goal is to recover shapes from imperfect point clouds by fitting the best template in repository after deformation. Accordingly, we learn retrieval flow-based network robust note that can be quite Therefore, introduce novel multi-hub module multiple modes incorporate such variation, providing which handle wide range objects The designed retrieve best-fit as nearest...

10.1007/s41095-022-0315-3 article EN cc-by Computational Visual Media 2024-02-08
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