Publications

2023
Hyunyoung Jung, Zhuo Hui, Lei Luo, Haitao Yang, Feng Liu, Sungjoo Yoo, Rakesh Ranjan, Denis Demandolx.
AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural Representation.
IEEE CVPR 2023 (highlight, 2.6% acceptance rate)
Project website
Abhijay Ghildyal and Feng LiuAttacking Perceptual Similarity Metrics.
Transactions on Machine Learning Research, 2023 (Feature Certification, the 11th paper to receive this distinction from TMLR.)
Code
Qiqi Hou and Feng LiuAuxiliary Features-Guided Super Resolution for Monte Carlo Rendering.
Journal of Computer Graphics Forum, 2023
Kai-En Lin, Guowei Yang, Lei Xiao, Feng Liu, and Ravi Ramamoorthil. View Synthesis of Dynamic Scenes Based on Deep 3D Mask Volume.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
Code
2022
Long Mai and Feng Liu. Motion-Adjustable Neural Implicit Video Representation.
IEEE CVPR 2022 (oral)
Project website
Thu Nguyen Phuoc, Feng Liu, and Lei Xiao. SNeRF: Stylized Neural Implicit Representations for 3D Scenes.
ACM SIGGRAPH 2022 (ACM Transactions on Graphics)
Project website
Abhijay Ghildyal and Feng Liu. Shift-tolerant Perceptual Similarity Metric.
ECCV 2022
Project website
Qiqi Hou, Abhijay Ghildyal and Feng Liu. A Perceptual Quality Metric for Video Frame Interpolation.
ECCV 2022
Project website
Zhan Li, Carl Marshall, Deepak Vembar, and Feng LiuFuture Frame Synthesis for Fast Monte Carlo Rendering.
Graphics Interface 2022
Project website
Jeremy Vonderfecht and Feng LiuFingerprints of Super Resolution Networks.
Transactions on Machine Learning Research, October 2022
Code
2021
Kai-En Lin, Lei Xiao, Feng Liu, Guowei Yang, and Ravi Ramamoorthi. Deep 3D Mask Volume for View Synthesis of Dynamic Scenes.
IEEE ICCV 2021
Project website
Qiqi Hou, Zhan Li, Carl Marshall, Selvakumar Panneer, and Feng LiuFast Monte Carlo Rendering via Multi-Resolution Sampling.
Graphics Interface 2021
Project website
Simon Niklaus, Xuaner Cecilia Zhang, Jonathan T Barron, Neal Wadhwa, Rahul Garg, Feng Liu, and Tianfan Xue. 
Learned Dual-View Reflection Removal.
IEEE WACV 2021
Project website
Nirupama Bulusu, Ehsan Aryafar, and Feng LiuTowards Adaptive, Self-Configuring Networked Unmanned Aerial Vehicles.
Dronet 2021
2020
Simon Niklaus and Feng Liu. Softmax Splatting for Video Frame Interpolation.
IEEE CVPR 2020
Project website (Rank 1st in the relevant Middlebury benchmark)
Hoang Le, Feng Liu, Shu Zhang, and Aseem Agarwala.  Deep Homography Estimation for Dynamic Scenes.
IEEE CVPR 2020
Project website
2019
Simon Niklaus, Long Mai, Jimei Yang, Feng Liu. 3D Ken Burns Effect from a Single Image.
ACM Transactions on Graphics, 2019. (ACM SIGGRAPH Asia 2019)
Project website Code
Chengzhou Tang, Oliver Wang, Feng Liu, Ping Tan. Joint Direction and Stabilization for 360° Videos.
ACM Transactions on Graphics, 2019.
Qiqi Hou and Feng Liu. Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation.
IEEE ICCV 2019, Seoul, Korea, 2019. Code
Hoang Le and Feng Liu. Appearance Flow Completion for Novel View Synthesis.
Computer Graphics Forum, 2019. (Pacific Graphics 2019)
2018
Hoang Le, Long Mai, Brian Price, Scott Cohen, Hailin Jin, and Feng Liu. Interactive Boundary Prediction for Object Selection .
ECCV 2018, Munich, Germany, September 2018.
Simon Niklaus and Feng Liu. Context-aware synthesis for video frame interpolation.
IEEE CVPR 2018, Salt Lake City, Utah, June 2018.  (Rank 1st in the relevant Middlebury benchmark at the time of publication.)
Project website
Cuong Nguyen, Stephen DiVerdi, Aaron Hertzmann, and Feng Liu. Depth Conflict Reduction for Stereo VR Video Interfaces.
ACM CHI 2018,  Montréal , Canada, April 2018.  (acceptance rate 25.7%)
Project website
2017
Simon Niklaus, Long Mai, and Feng Liu. Video Frame Interpolation via Separable Adaptive Convolution.
IEEE ICCV 2017, Venice, Italy, October 2017. 
Project website Code
Simon Niklaus, Long Mai, and Feng Liu. Video Frame Interpolation via Adaptive Convolution.
IEEE CVPR 2017, Honolulu, HI, July 2017.  (acceptance rate 8% as spotlight)
Project website
Long Mai, Hailin Jin, Zhe Lin, Chen Fang, Jonathan Brandt, and Feng Liu. Spatial-Semantic Image Search by Visual Feature Synthesis.
IEEE CVPR 2017, Honolulu, HI, July 2017.  (acceptance rate 8% as spotlight)
Project website
Cuong Nguyen, Stephen DiVerdi, Aaron Hertzmann, and Feng Liu. Vremiere: In-headset Virtual Reality Video Editing .
ACM CHI 2017, Denver, CO, May 2017.  (acceptance rate 25%)(Best Paper Honorable Mention Award
Project website Incorporated into Immersive 360° editing in Adobe Creative Cloud.
Cuong Nguyen, Stephen DiVerdi, Aaron Hertzmann, and Feng Liu. CollaVR : Collaborative In-Headset Review for VR Video.
ACM UIST 2017, Quebec City, Canada October 2017.  (acceptance rate 22.5%)
Project website
Hoang Le, Carl Marshall, Thong Doan, Long Mai, and Feng Liu. Visual Quality Assessment for Projected Content.
CRV 2017, Edmonton, Alberta, Canada, May 2017. 
Project website
Long Mai, Hoang Le, and Feng Liu. Content and Surface Aware Projection.
Graphics Interface 2017, Edmonton, Alberta, Canada, May 2017. 
Project website
2016
Long Mai, Hailin Jin, and Feng Liu. Composition-preserving Deep Photo Aesthetics Assessment.
IEEE CVPR 2016, Las Vegas, NV, June 2016. 
Project website
Cuong Nguyen and Feng Liu. Gaze-based Notetaking for Learning from Lecture Videos.
ACM CHI 2016, San Jose, CA, May 2016.  (acceptance rate 23.4%)
Project website
Cuong Nguyen, Wu-chi Feng, and Feng Liu. Hotspot: Making Computer Vision More Effective for Human Video Surveillance.
Information Visualization, Vol. 15(4), 2016: 273–285.
Project website
2015
Fan Zhang and  Feng Liu. Casual Stereoscopic Panorama Stitching.
IEEE CVPR 2015, Boston, MA, June 2015. (acceptance rate 28.4%)
Project website
Long Mai and  Feng Liu. Kernel Fusion for Better Image Deblurring.
IEEE CVPR 2015, Boston, MA, June 2015. (acceptance rate 28.4%)
Project website
Cuong Nguyen and Feng Liu. Making Software Tutorial Video Responsive.
ACM CHI 2015, Seoul, Korea, April 2015. (acceptance rate 22.9%) (Best Paper Honorable Mention Award
Project website
Fan Zhang, Wu-chi Feng, and  Feng Liu. A Multi-Lens Stereoscopic Synthetic Video Dataset.
ACM Multimedia Systems 2015, Portland, OR, March 2015. (dataset paper)
Project website
Charles Wright, Wu-chi Feng, and  Feng Liu. Thumbnail Preserving Encryption for JPEG.
ACM Workshop on Information Hiding and Multimedia Security, Portland, OR, June 2015.
2014
Fan Zhang and  Feng Liu. Parallax-tolerant Image Stitching.
IEEE CVPR 2014, Columbus, OH, June 2014. (oral, acceptance rate 5.75%)
Project website
Si Lu, Xiaofeng Ren, and Feng Liu. Depth Enhancement via Low-rank Matrix Completion
IEEE CVPR 2014, Columbus, OH, June 2014.
Project website
Long Mai and Feng Liu. Comparing Salient Object Detection Results without Ground Truth
ECCV 2014, Zurich, Switzerland, September 2014. (acceptance rate 25%)
Project website
Cuong Nguyen, Yuzhen Niu, and Feng Liu. Direct Manipulation Video Navigation on Touch Screens
ACM MobileHCI 2014, Toronto, Canada, September 2014.  (acceptance rate 21.3%)
Project website
2013
Yu-Shuen Wang, Feng Liu, Pu-Sheng Hsu, and Tong-Yee Lee. Spatially and Temporally Optimized Video Stabilization.
IEEE Transactions on Visualization and Computer Graphics.  Vol. 19, Issue 8, 2013: 1354-1361.
Project website
Feng Liu, Yuzhen Niu, and Hailin Jin. Casual Stereoscopic Photo Authoring
IEEE Transactions on Multimedia. Vol. 15, Issue 1, 2013:129-140.
Feng Liu, Yuzhen Niu, and Hailin Jin. Joint Subspace Stabilization for Stereoscopic Video
IEEE ICCV 2013, Sydney, Australia, December 2013. (acceptance rate 27.9%)
Project website
Cuong Nguyen, Yuzhen Niu, and Feng Liu. Direct Manipulation Video Navigation in 3D.
ACM CHI 2013, Paris, France, April 2013. (acceptance rate 20%) (Best Paper Honorable Mention Award
Project website
Long Mai, Yuzhen Niu, and Feng Liu. Saliency Aggregation: A Data-driven Approach.
IEEE CVPR 2013, Portland, OR, June 2013. (acceptance rate 26.2%) 
Project website
Fan Zhang, Yuzhen Niu, and Feng Liu. Making Stereo Photo Cropping Easy.
IEEE ICME 2013, San Jose, CA, July 2013. (oral, acceptance rate 12.7%)
Hoang Le, Thanh Dang, and Feng Liu. Towards Long Term Large Scale Visual Health Monitoring Using Cyber Glasses.
Pervasive Health 2013, Venice, Italy, May 2013. (acceptance rate 32%)
Hoang Le, Thanh Dang, and Feng Liu. Eye Blink Detection for Smart Glasses .
IEEE ISM 2013, Anaheim, California, December 2013.
 
Wu-chi Feng, Khanh Nguyen, Feng Liu, and Thanh Dang. Addressing the Semantic Gap Between Video Sensors and Applications.
NOSSDAV 2013, Oslo, Norway, February 2013.
2012
Yuzhen Niu, Wu-chi Feng, and Feng Liu. Enabling Warping on Stereoscopic Images
ACM Transactions on Graphics, Vol. 31, Issue 6, 2012: 183:1-183:7. (ACM SIGGRAPH Asia 2012).
Project website
Yuzhen Niu, Feng Liu, Wu-chi Feng, and Hailin Jin. Aesthetics-based Stereoscopic Photo Cropping for Heterogeneous Displays
IEEE Transactions on Multimedia. Vol. 14, Issue 3, 2012: 783-796.
Yuzhen Niu and Feng Liu. What Makes a Professional Video? A Computational Aesthetics Approach
IEEE Transactions on Circuits and Systems for Video Technology. Vol. 22, Issue 7, 2012: 1037 - 1049.
Project website
Yuzhen Niu, Feng Liu, Xueqing Li, and Michael Gleicher. Image Resizing Via Non-homogeneous Warping
Multimedia Tools and Applications. Vol. 56, Issue 3, 2012: 485-508.
Wu-chi Feng and Feng Liu. Understanding the Impact of Inter-Lens and Temporal Stereoscopic Video Compression.
NOSSDAV 2012, Toronto, Canada, June 2012. (acceptance rate 36%) 
Yuzhen Niu, Yujie Geng, Xueqing Li, and Feng Liu. Leveraging Stereopsis for Saliency Analysis.
IEEE CVPR 2012, Providence, RI, June 2012. (acceptance rate 24%) 
Project website
Feng Liu, Yuzhen Niu, and Hailin Jin. Keystone Correction for Stereoscopic Cinematography.
IEEE CVPR Workshop on 3-D Cinematography 2012, Providence, RI, June 2012.
Project website
Cuong Nguyen, Yuzhen Niu, and Feng Liu. Video Summagator: An Interface for Video Summarization and Navigation.
ACM CHI 2012, Austin, TX, May 2012. (acceptance rate 23%) 
Project website
Long Mai, Hoang Le, Yuzhen Niu, Yu-chi Lai, and Feng Liu. Detecting Rule of Simplicity from Photos.
ACM Multimedia 2012, Nara, Japan, October 2012. (short paper) 
Project website
2011
Feng Liu, Michael Gleicher, Jue Wang, Hailin Jin, and Aseem Agarwala. Subspace Video Stabilization
ACM Transactions on Graphics (presented at SIGGRAPH 2011). Vol. 30, Issue 1, 2011: 4:1-4:10.
Project website
Wu-chi Feng, Feng Liu, Yuzhen Niu, and Scott Price. Systems Support for Stereoscopic Video Compression.
NOSSDAV 2011, Vancouver, Canada, June 2011.
Mai Long, Hoang Le, Yuzhen Niu, and Feng Liu. Rule of Thirds Detection from Photograph.
IEEE ISM 2011, Dana Point, CA, USA, December 2011.
Project website
2010
Yanwei Fu, Yanwen Guo, Yanshu Zhu, Feng Liu, Chuanming Song, and Zhihua Zhou. Multi-view Video Summarization.
IEEE Transactions on Multimedia. Vol. 12, Issue 7, 2010: 717-729.
Read Recommendation from IEEE COMSOC MMTC
Yu-Chi Lai, Stephen Chenney, Feng Liu, Yuzhen Niu, and ShaoHua Fan. Animation Rendering with Population Monte Carlo Image-plane Sampler. The Visual Computer. Vol. 26, Issue 6-8, 2010: 543-553. (Computer Graphics International 2010, acceptance rate 23%)

Yuzhen Niu, Feng Liu, Xueqing Li, Huiyun Bao, and Michael Gleicher. Detection of Image Stretching.
APGV 2010, Los Angeles, CA, USA, July 2010.

Yuzhen Niu, Feng Liu, Xueqing Li, and Michael Gleicher. Warp Propagation for Video Resizing.
IEEE CVPR 2010, San Francisco, CA, USA, June 2010.

Project website

Yuzhen Niu, Feng Liu, Xueqing Li, and Michael Gleicher. The Complexity of Perception of Image Distortion: An Initial Study.
ACM CHI 2010, Atlanta, GA, USA, April 2010. (extended abstract)

2009
Feng Liu, Michael Gleicher, Hailin Jin, and Aseem Agarwala. Content-Preserving Warps for 3D Video Stabilization
ACM Transactions on Graphics. Vol. 28, Issue 3, Article No. 44, 2009. (ACM SIGGRAPH 2009, acceptance rate 18%)  
Project website
Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher, and Yihong Gong. Visual-Quality Optimizing Super Resolution
Journal of Computer Graphics Forum. Vol. 28, Issue 1, 2009: 127-140.
Yanwen Guo, Feng Liu, Jian Shi, Zhihua Zhou, and Michael Gleicher. Image Retargeting Using Mesh Parametrization.
IEEE Transactions on Multimedia. Vol. 11, Issue 5, 2009: 856-867.
Feng Liu and Michael Gleicher. Learning Color and Locality Cues for Moving Object Detection and Segmentation
IEEE CVPR 2009
, Miami Beach, Florida, USA, June 2009. pp. 320-327 (acceptance rate 26.2%) 
Project website
Feng Liu, Yuzhen Niu and Michael Gleicher. Using Web Photos for Measuring Video Frame Interestingness
IJCAI 2009
, Pasadena, California, USA, July 2009. pp. 2058-2063 (oral, acceptance rate 25.7%)
2008
Michael Gleicher and Feng Liu. Re-cinematography: Improving the Camerawork of Casual Video
ACM Transactions on Multimedia Computing, Communications, and  Applications. Vol. 5, Issue 1, Oct. 2008:1-28. 
Project website
Feng Liu, Yu-hen Hu and Michael Gleicher. Discovering Panoramas in Web Videos.
ACM Multimedia 2008, Vancouver, Canada, October 2008. pp. 329-338. (full paper, acceptance rate 19%) 
Project website
Feng Liu, Jinjun Wang, Shenghuo Zhu, Michael Gleicher and Yihong Gong. Noisy video super-resolution
ACM Multimedia 2008, Vancouver, Canada, October 2008. pp. 713-716. (short paper)
Feng Liu and Michael Gleicher. Texture-Consistent Shadow Removal.
The 10th European Conference on Computer Vision (ECCV 2008), Marseille, France, October 2008. pp. 437-450. (acceptance rate 27.9%) 
Project website
2007
Michael Gleicher and Feng Liu. Re-cinematography: Improving the Camera Dynamics of Casual Video.
ACM Multimedia 2007, Augsburg, Germany, September 2007. pp.27-36. (full paper, acceptance rate 20%) (Best Paper Runner-up)
Project website
2006
Feng Liu and Michael Gleicher. Video Retargeting: Automating Pan and Scan.
ACM Multimedia 2006, Santa Barbara, CA, October 2006. pp.241-250. (full paper, acceptance rate 16%) 
Project website
Feng Liu and Michael Gleicher. Region Enhanced Scale-invariant Saliency Detection.
IEEE ICME 2006, Toronto, Canada, July 2006. pp.1477-1480. 
2005
Feng Liu and Michael Gleicher. Automatic Image Retargeting with Fisheye-View Warping.
ACM UIST 2005, Seattle, USA, October 2005. pp.153-162. (full paper, acceptance rate 19%)
2003
Feng Liu, Yueting Zhuang, Fei Wu, and Yunhe Pan. 3D Motion Retrieval with Motion Index Tree
Computer Vision and Image Understanding. Vol. 92, Issue 2, 2003: 265-284.
Feng Liu, Ronghua Liang, Dahai Ye. Skeleton Subspace Deformation with Displacement Map
Eurographics 2003, Granada, Spain, 2003. pp. 165-170. (short paper)
2002
Zhongxiang Luo, Yueting Zhuang, Feng Liu, and Yunhe Pan. Multiple Animated Characters Motion Fusion
The Journal of Visualization & Computer Animation. Vol.13, Issue 5, 2002: 275-285, Wiley.