List of Publications of Longin Jan Latecki (h-index ≥ 54, i10-index ≥ 140, i100-index ≥ 20) Journal Articles (all peer reviewed) 2020 1. Daniel Pedronette and Longin Jan Latecki. Rank-based Self-Training for Graph Convolutional Networks. J. of Information Processing and Management. Accepted December 2020. 2. Quan Zhou, Yu Wang, Yawen Fan, Xiaofu Wu, Suofei Zhang, Bin Kang, Longin Jan Latecki. ALEDNet: Towards Real-time Semantic Segmentation of Self-driving Images via Attention- guided Lightweight Encoder-decoder Network. J. of Applied Soft Computing, accepted August 2020. pdf 3. Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, and Hocine Cherifi. No-Reference Mesh Visual Quality Assessment via Ensemble of Convolutional Neural Networks and Compact Multi-Linear Pooling. Pattern Recognition, Vol. 100, April 2020. pdf 2019 4. Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, and Hocine Cherifi. 3D Visual Saliency and Convolutional Neural Network for Blind Mesh Quality Assessment. Neural Computing and Applications, published online Oct 2019. pdf 5. Quan Zhou, Yu Wang, Jia Liu, Xin Jin, and Longin Jan Latecki. An open-source project for real- time image semantic segmentation. SCIENCE CHINA Information Sciences, 62(12), Nov 2019. pdf 6. Quan Zhou, Wenbing Yang, Guangwei Gao, Weihua Ou, Huimin Lu, Jie Chen, and Longin Jan Latecki. Multi-scale deep context convolutional neural networks for semantic segmentation. World Wide Web Journal. Special Issue on Deep vs. Shallow: Learning for Emerging Web-scale Data Computing and Applications, Vol. 22, Issue 2, pp 555–570, March 2019. pdf 7. Song Bai, Xiang Bai, Qi Tian, and Longin Jan Latecki. Regularized Diffusion Process on Bidirectional Context for Object Retrieval. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), Vol. 41, Issue 5, pp. 1213-1226, May 2019. pdf code 8. Chao Li, Xinggang Wang, Wenyu Liu, Longin Jan Latecki, Bo Wang, Junzhou Huang. Weakly Supervised Mitosis Detection in Breast Histopathology Images using Concentric Loss. Medical Image Analysis, Vol. 53, pp. 165-178, April 2019. pdf 9. Zongxiao Zhu, Cong Rao, Song Bai, and Longin Jan Latecki. Training convolutional neural network from multi-domain contour images for 3D shape retrieval. Pattern Recognition Letters, Vol. 119, pp. 41-48, March 2019. pdf 10. Song Bai, Zhichao Zhou, Jingdong Wang, Xiang Bai, Longin Jan Latecki, and Qi Tian. Automatic Ensemble Diffusion for 3D Shape and Image Retrieval. IEEE Trans. Image Processing (IP), 28(1), pp. 88-101, January 2019. pdf code 2 Dr. Longin Jan Latecki [email protected] 2018 11. Quan Zhou, Jie Cheng, Huimin Lu, Yawen Fan, Suofei Zhan, Xiaofu Wu, Baoyu Zheng, Weihua Ou, and Longin Jan Latecki. Learning adaptive contrast combinations for visual saliency detection. Multimedia Tools and Applications, published online Nov 2018. pdf 12. Quan Zhou, Cheng Zhang, Wenbin Yu, Yawen Fan, Hu Zhu, Xiaofu Wu, Weihua Ou, Weiping Zhu, and Longin Jan Latecki. Face recognition via fast dense correspondence. Multimedia Tools and Applications, 77(9), pp. 10501-10519, May 2018. pdf 13. Chao Li, Xinggang Wang, Wenyu Liu, Longin Jan Latecki. DeepMitosis: Mitosis Detection via Deep Detection, Verification and Segmentation Networks. Medical Image Analysis, Vol. 45, pp. 121-133, April 2018. pdf 2017 14. Song Bai, Xiang Bai, Zhichao Zhou, Zhaoxiang Zhang, Qi Tian, Longin Jan Latecki. GIFT: Towards Scalable 3D Shape Retrieval. IEEE Trans. on Multimedia, Vol. 19, Issue 6, pp. 1257- 1271, June 2017. pdf 15. Zhuo Deng, Sinisa Todorovic, and Longin Jan Latecki. Unsupervised Object Region Proposals for RGB-D Indoor Scenes. Computer Vision and Image Understanding, Volume 154, Issue C, pp. 127-136, January 2017. pdf 2016 16. Quan Zhou, Baoyu Zheng, Weiping Zhu, and Longin Jan Latecki. Multi-scale Context for Scene Labeling via Flexible Segmentation Graph. Pattern Recognition, Vol. 59, pp. 312–324, September 2016. pdf 17. Yu Zhou, Xiang Bai, Wenyu Liu, and Longin Jan Latecki. Similarity Fusion for Visual Tracking. International Journal of Computer Vision (IJCV), 118(3), pp. 337-363, January 2016. pdf 2015 18. Xiang Bai, Song Bai, Zhuotun Zhu, and Longin Jan Latecki. 3D Shape Matching via Two Layer Coding. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), Vol. 37(12), pp. 2361 – 2373, December 2015. pdf 19. Nagesh Adluru, Xingwei Yang, Longin Jan Latecki. Sequential Monte Carlo for Maximum Weight Subgraphs with Application to Solving Image Jigsaw Puzzles. International Journal of Computer Vision (IJCV), Vol. 112, Issue 3, pp. 319-341, April 2015. pdf 20. Hairong Liu, Longin Jan Latecki, and Shuicheng Yan. Dense Subgraph Partition of Positive Hypergraph. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), Vol. 37, Issue 3, pp. 541-554, March 2015. pdf proofs 3 Dr. Longin Jan Latecki [email protected] 2014 21. Xinggang Wang, Bin Feng, Xiang Bai, Wenyu Liu, and Longin Jan Latecki. Bag of Contour Fragments for Robust Shape Classification. Pattern Recognition, Vol. 47, Issue 6, pp. 2116– 2125, June 2014. pdf 22. Yu Zhou, Yinfei Yang, Meng Yi, Xiang Bai, Wenyu Liu, Longin Jan Latecki. Online Multiple Targets Detection and Tracking from Mobile Robot in Cluttered Indoor Environments with Depth Camera. International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), vol. 28, No. 1, March 2014. pdf 2013 23. Hairong Liu, Longin Jan Latecki, and Shuicheng Yan. Fast Detection of Dense Subgraphs with Iterative Shrinking and Expansion. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 35, no. 9, pp. 2131-2142, September 2013. pdf 24. Xingwei Yang, Xiang Bai, Suzan Koknar-Tezel, Longin Jan Latecki. Densifying Distance Spaces for Shape and Image Retrieval. Journal of Mathematical Imaging and Vision (JMIV), Vol. 46, Issue 1, pp 12-28, May 2013. pdf 25. Wei Shen, Xiang Bai, Xingwei Yang and Longin Jan Latecki. Skeleton pruning as trade-off between skeleton simplicity and reconstruction error. SCIENCE CHINA, April 2013, Vol. 56, No. 1, pp 1–18. pdf 26. Wei Shen, Yan Wang, Xiang Bai, Hongyuan Wang, Longin Jan Latecki. Shape Clustering: Common Structure Discovery. Pattern Recognition, 46(2), pp. 539 – 550, February 2013. pdf 27. Xingwei Yang, Lakshman Prasad, and Longin Jan Latecki. Affinity Learning with Diffusion on Tensor Product Graph. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), Vol. 35, No. 1, pp. 28 – 38, January 2013. pdf 28. Wei Shen, Bo Wang, Xiang Bai, and Longin Jan Latecki. Face Identification Using Reference- based Features with Message Passing Model. Neurocomputing, 99, pp. 339-346, January 2013. pdf 2012 29. Marko Petkovic, David Porkajac, and Longin Jan Latecki. Spherical coverage verification. Applied Mathematics and Computation, 218(19), pp. 9699-9715, December 2012. pdf 30. Yunfeng Li, Tadamasa Sawada, Longin Jan Latecki, Robert Steinman, Zygmunt Pizlo. A tutorial explaining a machine vision model that emulates human performance when it recovers natural 3D scenes from 2D images. Journal of Mathematical Psychology, 56(4), pp. 217–231, August 2012. pdf 31. Jingting Zeng, Haibin Ling, Longin Jan Latecki, Shanon Fitzhugh, and Guodong Guo. Analysis of Facial Images across Age Progression by Humans. ISRN Machine Vision, Online January 2012. pdf 32. Hairong Liu, Xingwei Yang, Longin Jan Latecki, and Shuicheng Yan. Dense Neighborhoods on Affinity Graph. International Journal of Computer Vision (IJCV), 98, pp. 65-82 , May 2012. pdf 4 Dr. Longin Jan Latecki [email protected] 33. Xingwei Yang, Hairong Liu, and Longin Jan Latecki, Contour-Based Object Detection as Dominant Set Computation. Pattern Recognition (PR), 45(5), pp. 1927-1936, May 2012. pdf 34. Junwei Wang, Xiang Bai, Xinge You, Wenyu Liu, Longin Jan Latecki. Shape Matching and Classification Using Height Functions. Pattern Recognition Letters (PRL), Vol. 33(2), pp. 134- 143, January 2012. pdf 2011 35. Xingwei Yang, Daniel B. Szyld, and Longin Jan Latecki. Diffusion on a Tensor Product Graph for Semi-Supervised Learning and Interactive Image Segmentation. Advances in Imaging and Electron Physics, Vol. 169, pp. 147-172, December 2011. pdf 36. Suzan Koknar-Tezel and Longin Jan Latecki. Improving SVM Classification on Imbalanced Time Series Data Sets with Ghost Points. Knowledge and Information Systems. An International Journal, Vol. 28, Issue 1, pp. 1-23, July 2011. pdf 37. Wei Shen, Xiang Bai, Rong Hu, Hongyuan Wang, and Longin Jan Latecki. Skeleton Growing and Pruning with Bending Potential Ratio. Pattern Recognition (PR), 44, pp. 196-209, 2011. pdf software 2010 38. ChengEn Lu, Nagesh Adluru, Haibin Ling, Guangxi Zhu, Longin Jan Latecki. Contour Based Object Detection Using Part-Bundles. Computer Vision and Image Understanding (CVIU), Vol. 114, No. 7, pp. 827-834, July 2010. pdf 39. Xiang Bai, Xingwei Yang, Longin Jan Latecki, Wenyu Liu, Zhuowen Tu. Learning Context Sensitive Shape Similarity by Graph Transduction. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), Vol. 32, No. 5, pp. 861-874, May 2010. pdf 40. Y. Tang, X. Bai, X. Yang, L. Lin, S. Liu, and L. J. Latecki. Skeletonization with Particle Filters. International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), Vol. 24, No. 4, pp. 619-634, 2010. pdf 2009 41. Longin Jan Latecki, Marc Sobel, and Rolf Lakaemper. Piecewise Linear Models with Guaranteed Closeness to the Data. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), Vol. 31, No. 8, pp. 1525-1531, 2009. pdf 42. Nagesh Adluru and Longin Jan Latecki. Contour Grouping Based on Contour-Skeleton Duality. International Journal of Computer Vision (IJCV) 83, pp. 12-29, 2009. pdf 43. Wenfei Jiang, Longin Jan Latecki, Wenyu Liu, Hui Liang, Ken Gorman. A Video Coding Scheme Based on Joint Spatiotemporal and Adaptive Prediction. IEEE Trans. on Image Processing, Vol. 18, No. 5, 2009. pdf 5 Dr. Longin Jan Latecki [email protected] 2008 44. Hairong Liu, Longin Jan Latecki, and Wenyu Liu. A Unified Curvature Definition for Regular, Polygonal, and Digital Planar Curves. International Journal of Computer Vision (IJCV), Vol. 80, No. 1, pp. 104-124, 2008. pdf file 45. X. Bai, X. Yang, D.