Publications |
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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 |
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Abhijay Ghildyal and
Feng Liu. Attacking Perceptual Similarity Metrics. Transactions on Machine Learning Research, 2023 (Feature Certification, the 11th paper to receive this distinction from TMLR.) Code |
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Qiqi Hou and
Feng Liu. Auxiliary Features-Guided Super Resolution for Monte Carlo
Rendering. Journal of Computer Graphics Forum, 2023 |
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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 |
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2022 | |
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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Jeremy Vonderfecht and
Feng Liu. Fingerprints of Super Resolution Networks. Transactions on Machine Learning Research, October 2022 Code |
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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 |
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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 | |
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 | |
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 | |
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 | |
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 | |
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 | |
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 | |
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 | |
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 | |
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 | |
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 | |
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%) | |
Yuzhen Niu, Feng Liu, Xueqing Li, Huiyun Bao, and Michael Gleicher. Detection of Image Stretching. |
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Yuzhen Niu, Feng Liu, Xueqing Li, and Michael Gleicher. Warp Propagation for Video Resizing. |
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Yuzhen Niu, Feng Liu, Xueqing Li, and Michael Gleicher. The Complexity of Perception of Image Distortion: An Initial Study. |
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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 |
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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 | |
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 | |
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 | |
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 | |
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 | |
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 | |
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. |