Publication List

Conference Papers

1. Can Yao, Yuan Yuan, and Zhiyu Jiang*, “Self-Supervised Spectral Matching Network for Hyperspectral Target Detection,” in Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2021, July 12-16,oral, Square, Brussels.

2. Yuejiao Su, Yuan Yuan, and Zhiyu Jiang*, “Deep Feature Selection-and-Fusion for RGB-D Semantic Segmentation,” in Proc. IEEE International Conference on Multimedia and Expo (ICME), 2021, July 5-9, Poster, Shenzhen, China.

3. Zhinan Cai, Zhiyu Jiang*, and Yuan Yuan, “Task-Related Self-Supervised Learning for Remote Sensing Image Change Detection,” in Proc. International Conference on Acoustics, Speech and Signal Processing (ICASSP), 6-11 June, 2021, Toronto, Ontario, Canada.

4. Xinxing He, Yuan Yuan, and Zhiyu Jiang*, “Open Set Domain Recognition via Attention-Based GCN and Semantic Matching Optimization,” in Proc. International Conference on Pattern Recognition (ICPR), 2021, Poster, Milan, Italy.

5. Chenlu Wei, Zhiyu Jiang*, and Yuan Yuan, “Weighted Hierarchical Sparse Representation for Hyperspectral Target Detection”, in Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2020, pp. 2429-2431, Oral, Hawaii, USA.

6. Chengze Wang, Zhiyu Jiang*, and Yuan Yuan, “Instance-Aware Remote Sensing Image Captioning with Cross-Hierarchy Attention”, in Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2020, pp. 980-983, Oral, Hawaii, USA.

7. Y. Yuan, Z. Jiang, and Q. Wang, “HDPA: Hierarchical Deep Probability Analysis for Scene Parsing,” in Proc. IEEE International Conference on Multimedia and Expo (ICME), pp. 313-318, 2017. CCF conference. [Link] [PDF]

8. Z. Jiang, Q. Wang, and Y. Yuan, “Adaptive Road Detection towards Multiscale-Multilevel Probabilistic Analysis,” in Proc. IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), pp. 698-702, 9-13 July 2014. Best Paper Award. [Link] [Demo] [PDF] [Online Demo]

Journal Articles

1. Kang Liu, Z. Jiang, Mingliang Xu, Matjaz Perc, and Xuelong Li*, “Tilt Correction Towards Building Detection of Remote Sensing Images,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021.

2. Yuan Yuan, Chengze Wang, and Z. Jiang, “Proxy-Based Deep Learning Framework for Spectral-Spatial Hyperspectral Image Classification: Efficient and Robust,” IEEE Transactions on Geoscience and Remote Sensing, 2021.

3. Z. Jiang, Y. Yuan, and Q. Wang, "Modeling with Prejudice: Small-Sample Learning via Adversary for Semantic Segmentation," IEEE Access, vol. 6, pp. 16132-16144, 2018.

4. Z. Jiang, Y. Yuan, and Q. Wang, "Contour-Aware Network for Scene Parsing via Adaptive Depth," Neurocomputing, vol. 284, pp. 27-35, 2018.

5. Y. Yuan, Z. Jiang, and Q. Wang, "Video-based Road Detection via Online Structural Learning," Neurocomputing, vol. 168, pp. 336-347, 2015. [Link] [Demo] [PDF] [Online Demo]

Patents

1. Y. Yuan, Q. Wang, and Z. Jiang, “Monocular Vision Based Road Detection Method,” 201510076619.5, 2015.

DataSets

• Road detection dataset: including four kinds of scenes, nearly a quarter of images are manually labeled. [DataSet Info]

  Attributte	Frame	Labeled	Resolution
  Structured road in daytime(srd seq. )	1003	206	720 × 1280
  Structured road in nightfall(srn seq. )	979	219	720 × 1280
  Unstructured highway road(uhr seq. )	1240	283	200 × 500
  Unstructured muddy road(umr seq. )	629	211	720 × 1280