Congcong Li
Journal Papers:
Congcong Li, Tsuhan Chen. “Visual Aesthetic Quality Assessment of Digital Images”. Chapter in Book: Perceptual Digital Image: Methods and Applications. To be published by CRC Press, in 2012.
Congcong Li, Adarsh Kowdle, Ashutosh Saxena, Tsuhan Chen. “Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models.” to appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). [pdf(pre-print)]
Congcong Li, Tsuhan Chen. “Aesthetic Visual Quality Assessment of Paintings.” IEEE Journal of Selected Topics in Signal Processing (IJSTSP), vol.3, no. 2, pp. 236-253, April, 2009. [pdf]
Jun Zhou, Guangda Su, Chunhong Jiang, Yafeng Deng, Congcong Li. “A face and fingerprint identity authentication system based on multi-route detection”, Neurocomputing, vol. 70, no. 4-6, pp. 922-931, Januanry, 2007.
Conference Papers:
Congcong Li, Devi Parikh, Tsuhan Chen. “Automatic Discovery of Groups of Objects for Scene Understanding.” To appear in International Conference on Computer Vision and Pattern Recognition (CVPR 2012).[pdf]
Congcong Li, Ashutosh Saxena, Tsuhan Chen. “$\theta$-MRF: Capturing Spatial and Semantic Structure in the Parameters for Scene Understanding.” In Neural Information Processing Systems Conference 2011 (NIPS 2011). [pdf]
Congcong Li, Devi Parikh, Tsuhan Chen. “Exploiting Regions Void of Labels to Extract Adaptive Contextual Cues.” To appear in International Conference on Computer Vision (ICCV 2011). [pdf] [project]
Congcong Li, Chih-Wei Lin, Shiaw-Shian Yu, Tsuhan Chen. "Joint Optimization of Background Subtraction and Object Detection for Night Surveillance." To appear in IEEE International Conference on Image Processing (ICIP 2011). [pdf]
Congcong Li, TP Wong, Norris Xu, Ashutosh Saxena. "FeCCM for Scene Understanding: Helping the Robot to Learn Multiple Tasks." In International Conference on Robotics and Automation 2011 (ICRA 2011). [pdf | mp4 | youtube]
Congcong Li, Adarsh Kowdle, Ashutosh Saxena, Tsuhan Chen. “Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models.” In Neural Information Processing Systems Conference 2010 (NIPS 2010). [pdf | pdf-full version | supplementary] [project]
Congcong Li, Alexander C. Loui, Tsuhan Chen. "Towards Aesthetics: A Photo Quality Assessment and Photo Selection System." In ACM Multimedia Conference 2010 (ACM MM 2010). [pdf | poster]
Congcong Li*, Adarsh Kowdle*, Ashutosh Saxena, Tsuhan Chen. "A generic model to compose vision modules for holistic scene understanding." Workshop on Parts and Attributes, European Conference on Computer Vision, 2010 (ECCV 2010). [* indicates equal contribution] [pdf | slides]
Congcong Li, Andrew Gallagher, Alexander C. Loui, Tsuhan Chen. “Aesthetic Visual Quality Assessment of Consumer Photos with Faces.” In IEEE International Conference on Image Processing (ICIP 2010). [pdf | dataset]
Wei Yu, Ahmed Bilal Ashraf, Yao-Jen Chang, Congcong Li, Tsuhan Chen. “3D Augmented Markov Random Field for Object Recognition.” In IEEE International Conference on Image Processing (ICIP 2010). [pdf]
Congcong Li, Tsuhan Chen. “Motion-focusing Key Frame Extraction and Video Summarization for Lane Surveillance System.” In IEEE International Conference on Image Processing (ICIP 2009). [pdf]
Congcong Li, Guangda Su, Yan Shang, Yingchun Li, Yan Xiang. “Face Recognition Based on Pose-Variant Image Synthesis and Multi-level Multi-feature Fusion.” In Workshop on Analysis and Modeling of Faces and Gestures, International Conference on Computer Vision, 2007. (ICCV2007 Workshop). [pdf]
Congcong Li, Guangda Su, Yan Shang, Yingchun Li. “Frontal Face Synthesis Based on Multiple Pose-Variant Images for Face Recognition.” In IEEE International Conferences on Biometrics (ICB2007).
Congcong Li, Guangda Su, Kai Meng, Jun Zhou. “Technology Evaluations on TH-FACE Recognition System.” In IEEE International Conference on Biometrics (ICB 2006).
Kai Meng, Guangda Su, Congcong Li, Bo Fu, Jun Zhou. “A High Performance Face Recognition System Based on a Huge Face Database.”In Fourth International Conference on Machine Learning and Cybernetics (ICMLC 2005).
Jun Zhou, Guangda Su, Yafeng Deng, Kai Meng, Congcong Li. “A Dynamic Face and Fingerprint Fusion System for Identity Authentication”. In International Conference on Computational Intelligence and Security (CIS 2005).
Unpublished:
Congcong Li. “Motion-Fucusing Video Summarization.” Master thesis, Carnegie Mellon University, May 2009. Adivsor: Tsuhan Chen.
Yu-Hsiang Bosco Chiu, Congcong Li. “Context aware speaker recognition.” Final Project in Probabilistic Graphical Models, Dec 2008. Instructor: Carlos Guestrin.
Congcong Li, Shang-Yi Lin, Yimeng Zhang. “Expression Classification on Face Images .” Final Project in Pattern Recognition, May 2008. Instructor: Marios Savvides.
Congcong Li. “Face Reconstruction and Recognition based on 2D Multi-images.” Master thesis, Tsinghua University, June 2007. Advisor: Guangda Su.
Congcong Li. “Research on Evaluations on Face Recognition Techniques.” Undergraduate thesis, Tsinghua University, June 2005. Advisor: Guangda Su.
Talks:
Feedback Enabled Cascaded Classification Models: Algorithm and Applications. Cornell Artificial Intelligence Seminar, Spring, 2011.
A Generic Model for Combine Tasks for Video Mood Categorization. Gracenote Inc., August, 2010.
Aesthetic Visual Quality Assessment of Paintings. Kodak Research, June, 2009.