Publications

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Journal Articles

1. Junseok Kwon and Radu Timofte and Luc Van Gool,  "Leveraging observation uncertainty for robust visual tracking",  Computer Vision and Image Understanding (CVIU 2017), Vol. 158,  pp. 62-71, 2017
2. Jiqing Wu and Radu Timofte and Luc Van Gool,  "Demosaicing based on Directional Difference Regression and Efficient Regression Priors",  IEEE Transactions on Image Processing (TIP 2016), Vol. 25,  No. 8,  pp. 3862 - 3874, 2016
3. Radu Timofte and Junseok Kwon and Luc Van Gool,  "PICASO: PIxel Correspondences And SOft Match Selection for Real-time Tracking",  Computer Vision and Image Understanding (CVIU 2016), 2016
4. Rasmus Rothe and Radu Timofte and Luc Van Gool,  "Deep expectation of real and apparent age from a single image without facial landmarks",  International Journal of Computer Vision (IJCV), 2016
5. D. Dai and R. Timofte and L. Van Gool,  "Jointly Optimized Regressors for Image Super-resolution",  Computer Graphics Forum, Vol. 34,  No. 2,  pp. 95-104, 2015
6. Marco Pedersoli and Radu Timofte and Tinne Tuytelaars and Luc Van Gool,  "An Elastic Deformation Field Model for Object Detection and Tracking",  International Journal of Computer Vision, Vol. 111,  No. 2,  pp. 137-152, 2015
7. Radu Timofte and Luc Van Gool,  "Iterative Nearest Neighbors",  Pattern Recognition, Vol. 48,  No. 1,  pp. 60–72, 2015
8. Radu Timofte and Vincent De Smet and Luc Van Gool,  "Semantic Super-Resolution: When and where it is useful?",  Computer Vision and Image Understanding, 2015
9. Radu Timofte and Karel Zimmermann and Luc Van Gool,  "Multi-view traffic sign detection, recognition, and 3D localisation",  Machine Vision and Applications, Vol. 25,  No. 3,  pp. 633-647, 2014
10. Radu Timofte and Luc Van Gool,  "Adaptive and Weighted Collaborative Representations for Image Classification",  Pattern Recognition Letters, 2013

Chapters in Books

1. Radu Timofte and Luc Van Gool,  "Efficient Loopy Belief Propagation Using the Four Color Theorem",  Advanced Topics in Computer Vision, Springer London,  pp. 313-339, 2013
2. Radu Timofte and Victor Adrian Prisacariu and Luc Van Gool and Ian Reid,  "Combining Traffic Sign Detection with 3D Tracking Towards Better Driver Assistance",  Emerging Topics in Computer Vision and its Applications, C.H. Chen, Ed.,  World Scientific Publishing,  2011

Conference Papers

1. Andrey Ignatov,  Nikolay Kobyshev,  Radu Timofte,  Kenneth Vanhoey,  Luc Van Gool ,  "DSLR-Quality Photos on Mobile Devices With Deep Convolutional Networks",  The IEEE International Conference on Computer Vision (ICCV),  2017
2. Domino Bernini-Hodel and Eirikur Agustsson and Radu Timofte and Stefan Affolter and Raphael Patcas,  "Using artificial intelligence to evaluate the impact of orthognathic therapy on apparent age and facial attractiveness",  The 93rd European Orthodontic Society Congress (EOS 2017), June 2017
3. Eirikur Agustsson and Radu Timofte,  "NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study",  The IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017) Workshops, July 2017
4. Eirikur Agustsson and Radu Timofte and Sergio Escalera and Xavier Baro and Isabelle Guyon and Rasmus Rothe,  " Apparent and real age estimation in still images with deep residual regressors on APPA-REAL database",  12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017), May 2017
5. Radu Timofte and Eirikur Agustsson and Luc Van Gool and Ming-Hsuan Yang and Lei Zhang and Bee Lim and Sanghyun Son and Heewon Kim and Seungjun Nah and Kyoung Mu Lee and Xintao Wang and Yapeng Tian and Ke Yu and Yulun Zhang and Shixiang Wu and Chao Dong and Liang Lin and Yu Qiao and Chen Change Loy and Woong Bae and Jaejun Yoo and Yoseob Han and Jong Chul Ye and Jae-Seok Choi and Munchurl Kim and Yuchen Fan and Jiahui Yu and Wei Han and Ding Liu and Haichao Yu and Zhangyang Wang and Honghui Shi and Xinchao Wang and Thomas S. Huang and Yunjin Chen and Kai Zhang and Wangmeng Zuo and Zhimin Tang and Linkai Luo and Shaohui Li and Min Fu and Lei Cao and Wen Heng and Giang Bui and Truc Le and Ye Duan and Dacheng Tao and Ruxin Wang and Xu Lin and Jianxin Pang and Jinchang Xu and Yu Zhao and Xiangyu Xu and Jinshan Pan and Deqing Sun and Yujin Zhang and Xibin Song and Yuchao Dai and Xueying Qin and Xuan-Phung Huynh and Tiantong Guo and Hojjat Seyed Mousavi and Tiep Huu Vu and Vishal Monga and Cristovao Cruz and Karen Egiazarian and Vladimir Katkovnik and Rakesh Mehta and Arnav Kumar Jain and Abhinav Agarwalla and Ch V Sai Praveen and Ruofan Zhou and Hongdiao Wen and Che Zhu and Zhiqiang Xia and Zhengtao Wang and Qi Guo,  "NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results",  The IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017) Workshops, July 2017
6. Andreas Steger and Radu Timofte,  "Failure Detection for Facial Landmark Detectors",  Asian Conference on Computer Vision Workshops (ACCVW 2016) , November 2016
7. Anna Volokitin and Radu Timofte and Luc Van Gool,  "Deep Features or Not: Temperature and Time Prediction in Outdoor Scenes",  CVPR Workshops, June 2016
8. Eirikur Agustsson and Radu Timofte and Luc Van Gool,  "Regressor Basis Learning for Anchored Super-Resolution",  23rd International Conference on Pattern Recognition (ICPR 2016), December 2016
9. Jiqing Wu and Radu Timofte and Luc Van Gool,  "Generic 3D Convolutional Fusion for Image Restoration",  Asian Conference on Computer Vision Workshops (ACCVW 2016), November 2016
10. Michal Uricar and Radu Timofte and Rasmus Rothe and Jiri Matas and Luc Van Gool,  "Structured Output SVM Prediction of Apparent Age, Gender and Smile From Deep Features",  CVPR Workshops, June 2016
11. Radu Timofte and Rasmus Rothe and Luc Van Gool,  "Seven ways to improve example-based single image super resolution",  IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2016), June 2016
12. Rasmus Rothe and Radu Timofte and Luc Van Gool,  "Some like it hot - visual guidance for preference prediction",  Conference on Computer Vision and Pattern Recognition (CVPR), June 2016
13. Robert Torfason and Eirikur Agustsson and Rasmus Rothe and Radu Timofte,  "From Face Images and Attributes to Attributes",  Asian Conference on Computer Vision (ACCV 2016), November 2016
14. Santiago Manen and Radu Timofte and Dengxin Dai and Luc Van Gool,  "Leveraging single for multi-target tracking using a novel trajectory overlap affinity measure",  IEEE Winter Conference on Applications of Computer Vision (WACV 2016), March 2016
15. Till Kroeger and Radu Timofte and Dengxin Dai and Luc Van Gool,  "Fast Optical Flow using Dense Inverse Search",  14th European Conference on Computer Vision (ECCV 2016), September 2016
16. Dengxin Dai,  Till Kroeger,  Radu Timofte,  Luc Van Gool.,  "Metric Imitation by Manifold Transfer for Efficient Vision Applications",  Computer Vision and Pattern Recognition,  2015
17. Hiroto Honda and Radu Timofte and Luc Van Gool,  "Make My Day - High-Fidelity Color Denoising with Near-Infrared",  CVPR Workshops, June 2015
18. Jiqing Wu and Radu Timofte and Luc Van Gool,  "Efficient Regression Priors for Post-processing Demosaiced Images",  22nd IEEE International Conference on Image Processing (ICIP), September 2015
19. Jiqing Wu and Radu Timofte and Luc Van Gool,  "Learned Collaborative Representations for image classification",  IEEE Winter Conference on Applications of Computer Vision (WACV 2015), January 2015
20. Radu Timofte and Luc Van Gool,  "SparseFlow: Sparse Matching for Small to Large Displacement Optical Flow",  IEEE Winter Conference on Applications of Computer Vision (WACV 2015), January 2015
21. Rasmus Rothe and Radu Timofte and Luc Van Gool,  "DEX: Deep EXpectation of apparent age from a single image",  ChaLearn Looking at People workshop, International Conference on Computer Vision (ICCV) , December 2015
22. Rasmus Rothe and Radu Timofte and Luc Van Gool,  "DLDR: Deep Linear Discriminative Retrieval for cultural event classification from a single image",  ChaLearn Looking at People workshop, International Conference on Computer Vision (ICCV) , December 2015
23. Rasmus Rothe and Radu Timofte and Luc Van Gool,  "Efficient regression priors for reducing image compression artifacts",  International Conference on Image Processing (ICIP) , September 2015
24. Till Kroeger and Dengxin Dai and Radu Timofte and Luc Van Gool,  "Discovery of Sets of Mutually Orthogonal Vanishing Points in Videos",  WACV Workshop - Benchmarking Multi-Target Tracking (BMTT), January 2015
25. Bart Verhagen and Radu Timofte and Luc Van Gool,  "Scale-invariant line descriptors for wide baseline matching",  IEEE Winter Conference on Applications of Computer Vision (WACV), March 2014
26. Radu Timofte and Vincent De Smet and Luc Van Gool,  "A+: Adjusted Anchored Neighborhood Regression for Fast Super-Resolution",  Asian Conference on Computer Vision (ACCV 2014), November 2014
27. Filip Schouwenaars,  Radu Timofte and Luc Van Gool,  "Robust Scene Stitching in Large Scale Mobile Mapping",  British Machine Vision Conference (BMVC 2013), September 2013
28. Markus Mathias,  Radu Timofte,  Rodrigo Benenson and Luc Van Gool,  "Traffic Sign Recognition - How far are we from the solution?",  Proceedings of IEEE International Joint Conference on Neural Networks (IJCNN 2013), August 2013
29. Markus Mathias,  Rodrigo Benenson,  Radu Timofte and Luc Van Gool,  "Handling Occlusions with Franken-classifiers",  International Conference on Computer Vision (ICCV 2013), December 2013
30. Radu Timofte,  Vincent De Smet and Luc Van Gool,  "Anchored Neighborhood Regression for Fast Example-Based Super-Resolution",  International Conference on Computer Vision (ICCV 2013), December 2013
31. Bertan Gunyel and Rodrigo Benenson and Radu Timofte and Luc Van Gool,  "Stixels Motion Estimation without Optical Flow Computation",  12th European Conference on Computer Vision (ECCV 2012), October 2012
32. Radu Timofte and Luc Van Gool,  "A Training-free Classification Framework for Textures, Writers, and Materials",  British Machine Vision Conference (BMVC 2012), September 2012
33. Radu Timofte and Luc Van Gool,  "Automatic Stave Discovery for Musical Facsimiles",  Asian Conference on Computer Vision (ACCV 2012), November 2012
34. Radu Timofte and Luc Van Gool,  "Iterative Nearest Neighbors for Classification and Dimensionality Reduction",  IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2012), June 2012
35. Radu Timofte and Luc Van Gool,  "Weighted collaborative representation and classification of images",  21st International Conference on Pattern Recognition (ICPR 2012), November 2012
36. Radu Timofte and Tinne Tuytelaars and Luc Van Gool,  "Naive Bayes Image Classification: Beyond Nearest Neighbors",  Asian Conference on Computer Vision (ACCV 2012), November 2012
37. Rodrigo Benenson and Markus Mathias and Radu Timofte and Luc Van Gool,  "Fast Stixel Computation for Fast Pedestrian Detection",  Computer Vision – ECCV 2012. Workshops and Demonstrations, October 2012
38. Rodrigo Benenson and Markus Mathias and Radu Timofte and Luc Van Gool,  "Pedestrian Detection at 100 Frames per Second",  IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2012), June 2012
39. Vasilis Lasdas and Radu Timofte and Luc Van Gool,  "Non-Parametric Motion-Priors for Flow Understanding",  IEEE Workshop on Applications of Computer Vision (WACV 2012), January 2012
40. Radu Timofte and Luc Van Gool,  "Multi-view Manhole Detection, Recognition, and 3D Localisation",  ICCV Workshops, November 2011
41. Radu Timofte and Luc Van Gool,  "Sparse Representation Based Projections",  British Machine Vision Conference (BMVC 2011),  2011
42. Rodrigo Benenson and Radu Timofte and Luc Van Gool,  "Stixels Estimation Without Depth Map Computation",  ICCV Workshops, November 2011
43. Jan Knopp and Mukta Prasad and Geert Willems and Radu Timofte and Luc Van Gool,  "Hough Transform and 3D SURF for robust three dimensional classification",  Proceedings of the European Conference on Computer Vision, September 2010
44. Radu Timofte and Luc Van Gool,  "Four Colour Theorem for Fast Early Vision",  Asian Conference on Computer Vision (ACCV 2010), November 2010
45. Victor Adrian Prisacariu and Radu Timofte and Karel Zimmermann and Ian Reid and Luc Van Gool,  "Integrating Object Detection with 3D Tracking Towards a Better Driver Assistance System",  International Conference on Pattern Recognition (ICPR 2010), August 2010
46. R. Timofte and K. Zimmermann and L. Van Gool,  "Multi-view Traffic Sign Detection, Recognition, and 3D Localisation",  IEEE Workshop on Applications of Computer Vision (WACV 2009), December 2009