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Publications
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2022 |
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Long Mai and Feng
Liu. Motion-Adjustable Neural Implicit Video Representation.
IEEE CVPR 2022 (oral)
Project website |
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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
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Abhijay Ghildyal and Feng
Liu. Shift-tolerant Perceptual Similarity Metric.
ECCV 2022
Project website
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Qiqi Hou, Abhijay Ghildyal and Feng
Liu. A Perceptual Quality Metric for Video Frame Interpolation.
ECCV 2022
Project website
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Zhan Li, Carl Marshall, Deepak Vembar, and
Feng Liu. Future Frame Synthesis for Fast Monte Carlo
Rendering.
Graphics Interface 2022
Project website |
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2021 |
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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 |
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Qiqi Hou, Zhan Li, Carl Marshall, Selvakumar Panneer, and
Feng Liu. Fast
Monte Carlo Rendering via Multi-Resolution Sampling.
Graphics Interface 2021
Project website |
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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 |
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Nirupama Bulusu, Ehsan Aryafar, and Feng Liu. Towards Adaptive, Self-Configuring Networked Unmanned Aerial Vehicles.
Dronet 2021 |
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2020 |
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Simon Niklaus and Feng
Liu. Softmax Splatting for Video Frame Interpolation.
IEEE CVPR 2020
Project website (Rank
1st in the relevant Middlebury benchmark) |
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Hoang Le, Feng
Liu, Shu Zhang, and Aseem Agarwala. Deep Homography Estimation for Dynamic Scenes.
IEEE CVPR 2020
Project website |
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2019 |
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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 |
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Chengzhou Tang, Oliver Wang,
Feng
Liu, Ping Tan.
Joint Direction and Stabilization for 360° Videos.
ACM Transactions on Graphics, 2019.
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Qiqi Hou and
Feng
Liu.
Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation.
IEEE ICCV 2019, Seoul, Korea, 2019.
Code |
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Hoang Le and
Feng
Liu.
Appearance Flow Completion for Novel View Synthesis.
Computer Graphics Forum, 2019. (Pacific Graphics 2019) |
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2018 |
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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.
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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 |
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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 |
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2017 |
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Simon Niklaus, Long Mai,
and Feng
Liu.
Video Frame Interpolation via Separable Adaptive Convolution.
IEEE ICCV 2017, Venice, Italy, October 2017.
Project website
Code |
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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 |
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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 |
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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. |
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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 |
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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 |
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Long Mai, Hoang Le, and Feng
Liu.
Content and Surface Aware Projection.
Graphics Interface 2017, Edmonton, Alberta, Canada, May 2017.
Project website |
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2016 |
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Long Mai, Hailin Jin,
and Feng
Liu.
Composition-preserving Deep Photo Aesthetics Assessment.
IEEE CVPR 2016, Las Vegas, NV, June 2016.
Project website |
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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 |
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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 |
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2015 |
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Fan Zhang and Feng Liu.
Casual Stereoscopic Panorama Stitching.
IEEE CVPR 2015,
Boston, MA, June 2015. (acceptance rate 28.4%)
Project
website |
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Long Mai and Feng Liu.
Kernel Fusion for Better Image Deblurring.
IEEE CVPR 2015,
Boston, MA, June 2015. (acceptance rate 28.4%)
Project
website |
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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 |
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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 |
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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. |
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2014 |
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Fan Zhang and Feng Liu.
Parallax-tolerant Image Stitching.
IEEE CVPR 2014,
Columbus, OH, June 2014. (oral, acceptance rate 5.75%)
Project
website |
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Si Lu, Xiaofeng Ren, and Feng Liu.
Depth Enhancement via Low-rank Matrix Completion.
IEEE CVPR 2014, Columbus, OH, June 2014.
Project
website |
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Long Mai and Feng Liu.
Comparing Salient Object Detection
Results without Ground Truth.
ECCV 2014, Zurich, Switzerland, September 2014.
(acceptance rate 25%)
Project
website |
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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 |
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2013 |
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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 |
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Feng Liu, Yuzhen Niu, and Hailin Jin.
Casual Stereoscopic Photo Authoring.
IEEE Transactions on Multimedia. Vol. 15, Issue 1, 2013:129-140. |
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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 |
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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 |
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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 |
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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%) |
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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%) |
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Hoang Le, Thanh Dang,
and Feng
Liu. Eye Blink Detection for Smart Glasses .
IEEE ISM 2013, Anaheim, California, December 2013.
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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. |
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2012 |
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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 |
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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. |
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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
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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.
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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%) |
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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 |
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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 |
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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 |
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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 |
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2011 |
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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
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Wu-chi Feng, Feng
Liu, Yuzhen Niu, and Scott Price.
Systems Support for Stereoscopic Video Compression.
NOSSDAV 2011, Vancouver, Canada, June 2011. |
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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 |
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2010 |
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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 |
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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%) |
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Yuzhen Niu, Feng Liu, Xueqing Li, Huiyun Bao, and Michael Gleicher. Detection of Image Stretching.
APGV 2010, Los Angeles, CA, USA, July 2010. |
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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 |
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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) |
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2009 |
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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
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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.
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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.
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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
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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%)
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2008 |
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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
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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
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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)
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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
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2007 |
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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
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2006 |
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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
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Feng Liu and Michael Gleicher.
Region Enhanced Scale-invariant Saliency Detection.
IEEE ICME 2006, Toronto, Canada, July 2006. pp.1477-1480.
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2005 |
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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%)
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2003 |
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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.
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Feng Liu, Ronghua Liang, Dahai Ye. Skeleton Subspace Deformation with Displacement
Map.
Eurographics 2003, Granada, Spain, 2003. pp. 165-170. (short paper)
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2002 |
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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.
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