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Zhizhong Han
Zhizhong Han
Assistant Professor of Computer Science at Wayne State University
Verified email at wayne.edu - Homepage
Title
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Cited by
Year
Point2sequence: Learning the shape representation of 3d point clouds with an attention-based sequence to sequence network
X Liu, Z Han, YS Liu, M Zwicker
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 8778-8785, 2019
2002019
SeqViews2SeqLabels: Learning 3D global features via aggregating sequential views by RNN with attention
Z Han, M Shang, Z Liu, CM Vong, YS Liu, M Zwicker, J Han, CLP Chen
IEEE Transactions on Image Processing 28 (2), 658-672, 2018
1502018
Point cloud completion by skip-attention network with hierarchical folding
X Wen, T Li, Z Han, YS Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1302020
Sdfdiff: Differentiable rendering of signed distance fields for 3d shape optimization
Y Jiang, D Ji, Z Han, M Zwicker
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
1062020
3D2SeqViews: Aggregating Sequential Views for 3D Global Feature Learning by CNN with Hierarchical Attention Aggregation
Z Han, H Lu, Z Liu, CM Vong, YS Liu, M Zwicker, J Han, CLP Chen
IEEE Transactions on Image Processing, 2019
962019
View inter-prediction gan: Unsupervised representation learning for 3d shapes by learning global shape memories to support local view predictions
Z Han, M Shang, YS Liu, M Zwicker
Proceedings of the AAAI conference on artificial intelligence 33 (01), 8376-8384, 2019
882019
Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds from Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction
Z Han, X Wang, YS Liu, M Zwicker
International Conference on Computer Vision, 2019, 2019
772019
Proceedings of the AAAI Conference on Artificial Intelligence
X Liu, Z Han, Y Liu, M Zwicker
Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an …, 2019
732019
Pmp-net: Point cloud completion by learning multi-step point moving paths
X Wen, P Xiang, Z Han, YP Cao, P Wan, W Zheng, YS Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
622021
Mesh convolutional restricted Boltzmann machines for unsupervised learning of features with structure preservation on 3-D meshes
Z Han, Z Liu, J Han, CM Vong, S Bu, CLP Chen
IEEE transactions on neural networks and learning systems 28 (10), 2268-2281, 2016
562016
Snowflakenet: Point cloud completion by snowflake point deconvolution with skip-transformer
P Xiang, X Wen, YS Liu, YP Cao, P Wan, W Zheng, Z Han
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
512021
L2G Auto-encoder: Understanding Point Clouds by Local-to-Global Reconstruction with Hierarchical Self-Attention
X Liu, Z Han, X Wen, YS Liu, M Zwicker
ACM International Conference on Multimedia, 2019
502019
Unsupervised 3D local feature learning by circle convolutional restricted Boltzmann machine
Z Han, Z Liu, J Han, CM Vong, S Bu, X Li
IEEE Transactions on Image Processing 25 (11), 5331-5344, 2016
452016
Deep spatiality: Unsupervised learning of spatially-enhanced global and local 3D features by deep neural network with coupled softmax
Z Han, Z Liu, CM Vong, YS Liu, S Bu, J Han, CLP Chen
IEEE Transactions on Image Processing 27 (6), 3049-3063, 2018
442018
DRWR: A differentiable renderer without rendering for unsupervised 3D structure learning from silhouette images
Z Han, C Chen, YS Liu, M Zwicker
arXiv preprint arXiv:2007.06127, 2020
352020
Y2Seq2Seq: Cross-modal representation learning for 3D shape and text by joint reconstruction and prediction of view and word sequences
Z Han, M Shang, X Wang, YS Liu, M Zwicker
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 126-133, 2019
352019
BoSCC: Bag of spatial context correlations for spatially enhanced 3D shape representation
Z Han, Z Liu, CM Vong, YS Liu, S Bu, J Han, CLP Chen
IEEE Transactions on Image Processing 26 (8), 3707-3720, 2017
352017
Cycle4completion: Unpaired point cloud completion using cycle transformation with missing region coding
X Wen, Z Han, YP Cao, P Wan, W Zheng, YS Liu
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
342021
3DViewGraph: Learning Global Features for 3D Shapes from A Graph of Unordered Views with Attention
Z Han, X Wang, CM Vong, YS Liu, M Zwicker, CL Chen
International Joint Conference on Artificial Intelligence, 2019, 2019
332019
Render4Completion: Synthesizing multi-view depth maps for 3D shape completion
T Hu, Z Han, A Shrivastava, M Zwicker
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
332019
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