Deep Learning in 3D Vision and Computer Graphics

Through "Deep Learning in 3D Vision and Computer Graphics", we aim to advance research in computer graphics and 3D vision through the development of novel datasets, models, and algorithms. In SketchyScene, we developed a large-scale dataset of scene sketches for advancing research in sketch understanding and enabling several applications such as image retrieval, sketch colorization, editing, and captioning. In Language-based Colorization, we developed a language-based system for interactive colorization of scene sketches, which is more natural for novice users than scribble-based interfaces. In OmniSyn, we developed a novel pipeline for 360◦ view synthesis between wide-baseline panoramas, which is expected to produce a smoother experience for navigating immersive maps. In PRIF, we developed a new implicit shape representation called Primary Ray-based Implicit Function, enabling efficient shape extraction and differentiable rendering, and achieving successes in various tasks including shape generation, completion, and inverse rendering. In MDIF, we developed Multiresolution Deep Implicit Functions, a hierarchical representation that can recover fine geometry detail while being able to perform global operations such as shape completion, and achieving superior performance in various 3D reconstruction tasks.

Publications

teaser image of Portrait Expression Editing With Mobile Photo Sequence

Portrait Expression Editing With Mobile Photo Sequence

SIGGRAPH Asia 2023 Technical Communications (SA), 2023.
Keywords: Neural rendering, Portrait expression editing, Mobile system
teaser image of Learning Personalized High Quality Volumetric Head Avatars From Monocular RGB Videos

Learning Personalized High Quality Volumetric Head Avatars From Monocular RGB Videos

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
Keywords: implicit 3D avatar, monocular RGB video, facial expressions, head poses, neural radiance field, photorealism, digital human


teaser image of Sandwiched Image Compression: Increasing the Resolution and Dynamic Range of Standard Codecs

Sandwiched Image Compression: Increasing the Resolution and Dynamic Range of Standard CodecsBest Paper Finalist

2022 Picture Coding Symposium (PCS), 2022.
Keywords: deep learning, image compression, nonlineartransform coding, high dynamic range, super-resolution, interactive perception

teaser image of PRIF: Primary Ray-based Implicit Function

PRIF: Primary Ray-based Implicit Function

European Conference on Computer Vision (ECCV), 2022.
Keywords: deep implicit functions, neural representation, signed distance function, interactive perception, interactive graphics
teaser image of OmniSyn: Intermediate View Synthesis Between Wide-baseline Panoramas

OmniSyn: Intermediate View Synthesis Between Wide-baseline Panoramas

2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2022.
Keywords: 360 image, virtual reality, view synthesis, panorama, neural rendering, depth map, mesh rendering, inpainting, digital world
teaser image of GazeChat: Enhancing Virtual Conferences With Gaze-aware 3D Photos

GazeChat: Enhancing Virtual Conferences With Gaze-aware 3D Photos

Proceedings of the 34th Annual ACM Symposium on User Interface Software and Technology (UIST), 2021.
Keywords: eye contact, gaze awareness, video conferencing, video-mediated communication, gaze interaction, augmented communication, augmented conversation, eye tracking, XR interaction
teaser image of Multiresolution Deep Implicit Functions for 3D Shape Representation

Multiresolution Deep Implicit Functions for 3D Shape Representation

2021 IEEE/CVF International Conference on Computer Vision (ICCV), 2021.
Keywords: deep implicit functions, neural representation, compression, levels of detail, MDIF, interactive perception

teaser image of HumanGPS: Geodesic PreServing Feature for Dense Human Correspondence

HumanGPS: Geodesic PreServing Feature for Dense Human Correspondence

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
Keywords: correspondences, geodesic distance, embeddings, neural networks, digital human, interactive perception

teaser image of Sandwiched Image Compression: Wrapping Neural Networks Around a Standard Codec

Sandwiched Image Compression: Wrapping Neural Networks Around a Standard Codec

2021 IEEE International Conference on Image Processing (ICIP), 2021.
Keywords: deep learning, image compression, interactive perception

teaser image of Language-based Colorization of Scene Sketches

Language-based Colorization of Scene Sketches

ACM Transactions on Graphics (SIGGRAPH Asia), 2019.
Keywords: deep neural networks; image segmentation; language-based editing; scene sketch; sketch colorization, interactive graphics, interactive perception, augmented communication
teaser image of SketchyScene: Richly-Annotated Scene Sketches

SketchyScene: Richly-Annotated Scene Sketches

European Conference on Computer Vision (ECCV), 2018.
Keywords: sketch dataset, scene sketch, sketch segmentation, interactive graphics

Videos

HumanGPS: Geodesic PreServing Feature for Dense Human Correspondence


Language-based Colorization of Scene Sketches


Talks

Interactive Perception & Graphics for a Universally Accessible Metaverse Teaser Image.

Interactive Perception & Graphics for a Universally Accessible Metaverse

Ruofei Du

Invited Talk at UCLA by Prof. Yang Zhang , Remote Talk.


Interactive Perception & Graphics for a Universally Accessible Metaverse Teaser Image.

Interactive Perception & Graphics for a Universally Accessible Metaverse

Ruofei Du

Invited Talk at UCLA by Prof. Yang Zhang , Remote Talk.


Interactive Graphics for a Universally Accessible Metaverse Teaser Image.

Interactive Graphics for a Universally Accessible Metaverse

Ruofei Du

Invited Talk at ECL Seminar Series by Dr. Alaeddin Nassani , Remote Talk.


Interactive Graphics for a Universally Accessible Metaverse Teaser Image.

Interactive Graphics for a Universally Accessible Metaverse

Ruofei Du

Invited Talk at Empathic Computing Lab , Remote Talk.


Interactive Graphics for a Universally Accessible Metaverse Teaser Image.

Interactive Graphics for a Universally Accessible Metaverse

Ruofei Du

Invited Talk at UMD by Prof. Amitabh Varshney , College Park, Maryland.


Computational Interaction for a Universally Accessible Metaverse Teaser Image.

Computational Interaction for a Universally Accessible Metaverse

Ruofei Du

Invited Talk at GAMES Seminar , Remote Talk.


Fusing Physical and Virtual Worlds into An Interactive Metaverse Teaser Image.

Fusing Physical and Virtual Worlds into An Interactive Metaverse

Ruofei Du

Invited Talk at UCLA by Prof. Yang Zhang , Remote Talk.


Polymerizing Physical and Virtual Worlds into  An Interactive Metaverse Teaser Image.

Polymerizing Physical and Virtual Worlds into An Interactive Metaverse

Ruofei Du

Invited Talk by Prof. Arthur Theil at Birmingham City University , Remote Talk.


Blending Physical and Virtual Worlds into  An Interactive Metaverse Teaser Image.

Blending Physical and Virtual Worlds into An Interactive Metaverse

Ruofei Du

Invited Talk at Wayne State University , Remote Talk.


Fusing Physical and Virtual Worlds into 
Interactive Mixed Reality Teaser Image.

Fusing Physical and Virtual Worlds into Interactive Mixed Reality

Ruofei Du

Invited Talk at George Mason University , Remote Talk.


Cited By

  • I Cannot See Students Focusing on My Presentation; Are They Following Me? Continuous Monitoring of Student Engagement Through "Stungage". arXiv.2204.08193.Snigdha Das, Sandip Chakraborty, and Bivas Mitra. source | cite | search
  • Sketch-Based Creativity Support Tools Using Deep Learning. Artificial Intelligence for Human Computer Interaction: A Modern Approach.Forrest Huang, Eldon Schoop, David Ha, Jeffrey Nichols, and John Canny. source | cite | search
  • Dance in the Wild: Monocular Human Animation With Neural Dynamic Appearance Synthesis. https://arxiv.org/pdf/2111.05916.pdf.Tuanfeng Y. Wang, Duygu Ceylan, Krishna Kumar Singh, and Niloy J. Mitra. source | cite | search
  • Emergent Graphical Conventions in a Visual Communication Game. https://arxiv.org/pdf/2111.14210.pdf.Shuwen Qiu, Sirui Xie, Lifeng Fan, Tao Gao, Song-Chun Zhu, and Yixin Zhu. source | cite | search
  • Write-an-Animation: High-level Text-based Animation Editing With Character-Scene Interaction. Computer Graphics Forum.Jia-Qi Zhang, Xiang Xu, Zhi-Meng Shen, Ze-Huan Huang, Yang Zhao, Yan-Pei Cao, Pengfei Wan, and Miao Wang. source | cite | search
  • BACON: Band-limited Coordinate Networks for Multiscale Scene Representation. https://arxiv.org/pdf/2112.04645.pdf.David B. Lindell, Dave Van Veen, Jeong Joon Park, and Gordon Wetzstein. source | cite | search
  • UNIST: Unpaired Neural Implicit Shape Translation Network. https://arxiv.org/pdf/2112.05381.pdf.Qimin Chen, Johannes Merz, Aditya Sanghi, Hooman Shayani, Ali Mahdavi-Amiri, and Hao Zhang. source | cite | search
  • One Sketch for All: One-Shot Personalized Sketch Segmentation. https://arxiv.org/pdf/2112.10838.pdf.Anran Qi, Yulia Gryaditskaya, Tao Xiang, and Yi-Zhe Song. source | cite | search
  • Human View Synthesis Using a Single Sparse RGB-D Input. arXiv.2112.13889.Phong Nguyen, Nikolaos Sarafianos, Christoph Lassner, Janne Heikkila, and Tony Tung. source | cite | search
  • PINs: Progressive Implicit Networks for Multi-Scale Neural Representations. https://arxiv.org/pdf/2202.04713.pdf.Zoe Landgraf, Alexander Sorkine Hornung, and Ricardo Silveira Cabral. source | cite | search
  • FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context. https://arxiv.org/pdf/2203.02113.pdf.Pinaki Nath Chowdhury, Aneeshan Sain, Yulia Gryaditskaya, Ayan Kumar Bhunia, Tao Xiang, and Yi-Zhe Song. source | cite | search
  • BodyMap: Learning Full-Body Dense Correspondence Map. arXiv.2205.09111.Anastasia Ianina, Nikolaos Sarafianos, Yuanlu Xu, Ignacio Rocco, and Tony Tung. source | cite | search
  • Delaunay Painting: Perceptual Image Colouring From Raster Contours With Gaps. Computer Graphics Forum.Amal Dev Parakkat, Pooran Memari, and Marie-Paule Cani. source | cite | search
  • SceneSketcher-v2: Fine-Grained Scene-Level Sketch-Based Image Retrieval Using Adaptive GCNs. IEEE Transactions on Image Processing.Fang Liu, Xiaoming Deng, Changqing Zou, Yu-Kun Lai, Keqi Chen, Ran Zuo, Cuixia Ma, Yong-Jin Liu, and Hongan Wang. source | cite | search
  • 3DILG: Irregular Latent Grids for 3D Generative Modeling. arXiv.2205.13914.Biao Zhang, Matthias Nießner, and Peter Wonka. source | cite | search
  • PatchComplete: Learning Multi-Resolution Patch Priors for 3D Shape Completion on Unseen Categories. arXiv.2206.04916.Yuchen Rao, Yinyu Nie, and Angela Dai. source | cite | search
  • Preprocessing Enhanced Image Compression for Machine Vision. arXiv.2206.05650.Guo Lu, Xingtong Ge, Tianxiong Zhong, Jing Geng, and Qiang Hu. source | cite | search
  • A Review of Image and Video Colorization: From Analogies to Deep Learning. Visual Informatics.Shu-Yu Chen, Jia-Qi Zhang, You-You Zhao, Paul L. Rosin, Yu-Kun Lai, and Lin Gao. source | cite | search
  • Exemplar-Based Sketch Colorization With Cross-Domain Dense Semantic Correspondence. Mathematics.Jinrong Cui, Haowei Zhong, Hailong Liu, and Yulu Fu. source | cite | search
  • Neural Image Recolorization for Creative Domains. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).Boyi Li, Serge Belongie, Ser-nam Lim, and Abe Davis. source | cite | search
  • SketchMaker: Sketch Extraction and Reuse for Interactive Scene Sketch Composition. ACM Transactions on Interactive Intelligent Systems.Fang Liu, Xiaoming Deng, Jiancheng Song, Yu-Kun Lai, Yong-Jin Liu, Hao Wang, Cuixia Ma, Shengfeng Qin, and Hongan Wang. source | cite | search
  • PatchRD: Detail-Preserving Shape Completion by Learning Patch Retrieval and Deformation. arXiv.2207.11790.Bo Sun, Vladimir G. Kim, Noam Aigerman, Qixing Huang, and Siddhartha Chaudhuri. source | cite | search
  • Local Free-View Neural 3D Head Synthesis for Virtual Group Meetings. 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW).Sebastian Rings and Frank Steinicke. source | cite | search
  • Augmented Chironomia for Presenting Data to Remote Audiences. arXiv.2208.04451.Brian D. Hall, Lyn Bartram, and Matthew Brehmer. source | cite | search
  • A State of the Art and Scoping Review of Embodied Information Behavior in Shared, Co-present Extended Reality Experiences. Electronic Imaging.Kathryn Hays, Arturo Barrera, Lydia Ogbadu-Oladapo, Olumuyiwa Oyedare, Julia Payne, Mohotarema Rashid, Jennifer Stanley, Lisa Stocker, Christopher Lueg, Michael Twidale, and Ruth West. source | cite | search
  • Progressive Multi-scale Light Field Networks. arXiv.2208.06710.David Li and Amitabh Varshney. source | cite | search
  • Modulating Bottom-Up and Top-Down Visual Processing Via Language-Conditional Filters. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).Ilker Kesen, Ozan Arkan Can, Erkut Erdem, Aykut Erdem, and Deniz Yuret. source | cite | search
  • Unsupervised Scene Sketch to Photo Synthesis. arXiv.2209.02834.Jiayun Wang, Sangryul Jeon, Stella X. Yu, Xi Zhang, Himanshu Arora, and Yu Lou. source | cite | search
  • Cartoon Image Processing: A Survey. International Journal of Computer Vision.Yang Zhao, Diya Ren, Yuan Chen, Wei Jia, Ronggang Wang, and Xiaoping Liu. source | cite | search
  • Free-Viewpoint RGB-D Human Performance Capture and~Rendering. Lecture Notes in Computer Science.Phong Nguyen-Ha, Nikolaos Sarafianos, Christoph Lassner, Janne Heikkilä, and Tony Tung. source | cite | search
  • DrawMon: A Distributed System for Detection of Atypical Sketch Content in Concurrent Pictionary Games. Proceedings of the 30th ACM International Conference on Multimedia.Nikhil Bansal, Kartik Gupta, Kiruthika Kannan, Sivani Pentapati, and Ravi Kiran Sarvadevabhatla. source | cite | search
  • VoLux-GAN: A Generative Model for 3D Face Synthesis With HDRI Relighting. Special Interest Group on Computer Graphics and Interactive Techniques Conference Proceedings.Feitong Tan, Sean Fanello, Abhimitra Meka, Sergio Orts-Escolano, Danhang Tang, Rohit Pandey, Jonathan Taylor, Ping Tan, and Yinda Zhang. source | cite | search
  • Machine Learning for Multimedia Communications. Sensors.Nikolaos Thomos, Thomas Maugey, and Laura Toni. source | cite | search
  • Pri3D: Can 3D Priors Help 2D Representation Learning?. https://arxiv.org/abs/2104.11225.pdf.Ji Hou, Saining Xie, Benjamin Graham, Angela Dai, and M. Nießner. source | cite | search
  • Generating Compositional Color Representations From Text. https://arxiv.org/abs/2109.10477.Paridhi Maheshwari, Nihal Jain, Praneetha Vaddamanu, Dhananjay Raut, Shraiysh Vaishay, and Vishwa Vinay. source | cite | search
  • Painting Style-Aware Manga Colorization Based on Generative Adversarial Networks. 2021 IEEE International Conference on Image Processing (ICIP).Yugo Shimizu, Ryosuke Furuta, Delong Ouyang, Yukinobu Taniguchi, Ryota Hinami, and Shonosuke Ishiwatari. source | cite | search
  • Adversarial Segmentation Loss for Sketch Colorization. 2021 IEEE International Conference on Image Processing (ICIP).Samet Hicsonmez, Nermin Samet, Emre Akbas, and Pinar Duygulu. source | cite | search
  • Focusing on Persons. 4.Xin Jin, Zhonglan Li, Ke Liu, Dongqing Zou, Xiaodong Li, Xingfan Zhu, Ziyin Zhou, Qilong Sun, and Qingyu Liu. source | cite | search
  • Sketchy Scene Captioning: Learning Multi-level Semantic Information From Sparse Visual Scene Cues. Lecture Notes in Computer Science.Lian Zhou, Yangdong Chen, and Yuejie Zhang. source | cite | search
  • Multi-style Chinese Art Painting Generation of Flowers. IET Image Processing.Feifei Fu, Jiancheng Lv, Chenwei Tang, and Mao Li. source | cite | search
  • TediGAN: Text-Guided Diverse Face Image Generation and Manipulation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.Weihao Xia, Yujiu Yang, Jing-Hao Xue, and Baoyuan Wu. source | cite | search
  • DanbooRegion: An Illustration Region Dataset. Computer Vision –ECCV 2020.Lvmin Zhang, Yi Ji, and Chunping Liu. source | cite | search
  • SketchyDepth: From Scene Sketches to RGB-D Images. ICCV 2021.Gianluca Berardi, Samuele Salti, and Luigi Di Stefano. source | cite | search
  • Generative Adversarial Networks\textendashEnabled Human\textendashArtificial Intelligence Collaborative Applications for Creative and Design Industries: A Systematic Review of Current Approaches and Trends. Frontiers in Artificial Intelligence.Rowan T. Hughes, Liming Zhu, and Tomasz Bednarz. source | cite | search
  • XCI-Sketch: Extraction of Color Information From Images for Generation of Colored Outlines and Sketche. https://arxiv.org/abs/2108.11554.Harsh Rathod, Manisimha Varma, Parna Chowdhury, Sameer Saxena, V. Manushree, Ankita Ghosh, and Sahil Khose. source | cite | search
  • Generating Compositional Color Representations From Text. https://arxiv.org/abs/2109.10477.Paridhi Maheshwari, Nihal Jain, Praneetha Vaddamanu, Dhananjay Raut, Shraiysh Vaishay, and Vishwa Vinay. source | cite | search
  • Text As Neural Operator:Image Manipulation by Text Instruction. MM '21: Proceedings of the 29th ACM International Conference on Multimedia.Tianhao Zhang, Hung-Yu Tseng, Lu Jiang, Weilong Yang, Honglak Lee, and Irfan Essa. source | cite | search
  • DLA-Net for FG-SBIR. 5.Jiaqing Xu, Haifeng Sun, Qi Qi, Jingyu Wang, Ce Ge, Lejian Zhang, and Jianxin Liao. source | cite | search
  • Grayscale Image Colorization Using a Convolutional Neural Network. Journal of the Korean Society for Industrial and Applied Mathematics.Minje Jwa and Myungjoo Kang. source | cite | search
  • Exploring Local Detail Perception for Scene Sketch Semantic Segmentation. IEEE Transactions on Image Processing.Ce Ge, Haifeng Sun, Yi-Zhe Song, Zhanyu Ma, and Jianxin Liao. source | cite | search
  • Learning Deep Implicit Functions for 3D Shapes With Dynamic Code Clouds. https://arxiv.org/abs/2203.14048.Tianyang Li, Xin Wen, Yu-Shen Liu, Hua Su, and Zhizhong Han. source | cite | search
  • Towards Implicit Text-Guided 3D Shape Generation. https://arxiv.org/abs/2203.14622.Zhengzhe Liu, Yi Wang, Xiaojuan Qi, and Chi-Wing Fu. source | cite | search
  • Versatile Multi-Modal Pre-Training for Human-Centric Perception. arXiv.2203.13815.Fangzhou Hong, Liang Pan, Zhongang Cai, and Ziwei Liu. source | cite | search
  • Partially Does It: Towards Scene-Level FG-SBIR With Partial Input. arXiv.2203.14804.Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Aneeshan Sain, Tao Xiang, and Yi-Zhe Song. source | cite | search
  • Supplementary for “Learning Deep Implicit Functions for 3D Shapes With Dynamic Code Clouds”. https://arxiv.org/abs/2203.14048.Tianyang Li, Xin Wen, Yu-Shen Liu, Hua Su, and Zhizhong Han. source | cite | search
  • ShapeFormer: Transformer-based Shape Completion Via Sparse Representation. arXiv.2201.10326.Xingguang Yan, Liqiang Lin, Niloy J. Mitra, Dani Lischinski, Daniel Cohen-Or, and Hui Huang. source | cite | search
  • ColorizeDiffusion: Adjustable Sketch Colorization With Reference Image and Text. arXiv.2401.01456.Dingkun Yan, Liang Yuan, Yuma Nishioka, Issei Fujishiro, and Suguru Saito. source | cite | search
  • OpenSketch: A Richly-annotated Dataset of Product Design Sketches. ACM Transactions on Graphics.Yulia Gryaditskaya, Mark Sypesteyn, Jan Willem Hoftijzer, Sylvia Pont, Frédo Dur, and Adrien Bousseau. source | cite | search
  • Language-based Photo Color Adjustment for Graphic Designs. ACM Transactions on Graphics.Zhenwei Wang, Nanxuan Zhao, Gerhard Hancke, and Rynson W.H. Lau. source | cite | search
  • Semi-supervised Reference-based Sketch Extraction Using a Contrastive Learning Framework. ACM Transactions on Graphics.Chang Wook Seo, Amirsaman Ashtari, and Junyong Noh. website, source | cite | search
  • OpenMic: Utilizing Proxemic Metaphors for Conversational Floor Transitions in Multiparty Video Meetings. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems.Erzhen Hu, Jens Emil Sloth Gr{\o}nb{\ae}k, Austin Houck, and Seongkook Heo. source | cite | search
  • ViGather: Inclusive Virtual Conferencing With a Joint Experience Across Traditional Screen Devices and Mixed Reality Headsets. Proceedings of the ACM on Human-Computer Interaction.Huajian Qiu, Paul Streli, Tiffany Luong, Christoph Gebhardt, and Christian Holz. source | cite | search
  • Stroke-based Semantic Segmentation for Scene-level Free-hand Sketches. The Visual Computer.Zhengming Zhang, Xiaoming Deng, Jinyao Li, Yukun Lai, Cuixia Ma, Yongjin Liu, and Hongan Wang. source | cite | search
  • A Reference Framework for Evaluating Virtual Conferences/submitted by Alexander Gindlhumer. JOHANNES KEPLER UNIVERSITY LINZ.Alexander Gindlhumer. source | cite | search
  • Differentiable Bit-rate Estimation for Neural-based Video Codec Enhancement. 2022 Picture Coding Symposium (PCS).Amir Said, Manish Kumar Singh, and Reza Pourreza. source | cite | search
  • Differentiable Bit-rate Estimation for Neural-based Video Codec Enhancement. 2022 Picture Coding Symposium (PCS).Amir Said, Manish Kumar Singh, and Reza Pourreza. source | cite | search
  • iBall: Augmenting Basketball Videos With Gaze-moderated Embedded Visualizations. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems.Zhutian Chen, Qisen Yang, Jiarui Shan, Tica Lin, Johanna Beyer, Haijun Xia, and Hanspeter Pfister. source | cite | search
  • NeuRBF: A Neural Fields Representation With Adaptive Radial Basis Functions. arXiv.2309.15426.Zhang Chen, Zhong Li, Liangchen Song, Lele Chen, Jingyi Yu, Junsong Yuan, and Yi Xu. source | cite | search
  • Tiled Multiplane Images for Practical 3D Photography. arXiv.2309.14291.Numair Khan, Douglas Lanman, and Lei Xiao. source | cite | search
  • A Reference Framework for Evaluating Virtual Conferences. Universitätsbibliothek Linz.Lisa-Marie Huber and Alexander Gindlhumer. source | cite | search
  • Deep Learning for Studying Drawing Behavior: A Review. Frontiers in Psychology.Benjamin Beltzung, Marie Pel{\'{e}}, Julien P. Renoult, and C{\'{e}}dric Sueur. source | cite | search
  • Human\textendashmachine Hybrid Intelligence for the Generation of Car Frontal Forms. Advanced Engineering Informatics.Yu Wu, Lisha Ma, Xiaofang Yuan, and Qingnan Li. source | cite | search
  • Learnt Deep Hyperparameter Selection in Adversarial Training for Compressed Video Enhancement With a Perceptual Critic. 2023 IEEE International Conference on Image Processing (ICIP).Darren Ramsook and Anil Kokaram. source | cite | search
  • Controllable Mesh Generation Through Sparse Latent Point Diffusion Models. arXiv.2303.07938.Zhaoyang Lyu, Jinyi Wang, Yuwei An, Ya Zhang, Dahua Lin, and Bo Dai. source | cite | search
  • DisETrac: Distributed Eye-Tracking for Online Collaboration. Proceedings of the 2023 Conference on Human Information Interaction and Retrieval.Bhanuka Mahanama, Mohan Sunkara, Vikas Ashok, and Sampath Jayarathna. source | cite | search
  • SVCNet: Scribble-based Video Colorization Network With Temporal Aggregation. arXiv.2303.11591.Yuzhi Zhao, Lai-Man Po, Kangcheng Liu, Xuehui Wang, Wing-Yin Yu, Pengfei Xian, Yujia Zhang, and Mengyang Liu. source | cite | search
  • Sandwiched Video Compression: Efficiently Extending the Reach of Standard Codecs With Neural Wrappers. arXiv.2303.11473.Berivan Isik, Onur Guleryuz, Danhang Tang, Jonathan Taylor, and Philip Chou. source | cite | search
  • Adversarial Interactive Cartoon Sketch Colourization With Texture Constraint and Auxiliary Auto-Encoder. Computer Graphics Forum.Xiaoyu Liu, Shaoqiang Zhu, Yao Zeng, and Junsong Zhang. source | cite | search
  • VVC+M: Plug and Play Scalable Image Coding for Humans and Machines. arXiv.2305.10453.Alon Harell, Yalda Foroutan, and Ivan V. Bajic. source | cite | search
  • Fine-Grained Video Retrieval With Scene Sketches. IEEE Transactions on Image Processing.Ran Zuo, Xiaoming Deng, Keqi Chen, Zhengming Zhang, Yu-Kun Lai, Fang Liu, Cuixia Ma, Hao Wang, Yong-Jin Liu, and Hongan Wang. source | cite | search
  • An End-to-End Review of Gaze Estimation and Its Interactive Applications on Handheld Mobile Devices. ACM Computing Surveys.Yaxiong Lei, Shijing He, Mohamed Khamis, and Juan Ye. source | cite | search
  • PanoGRF: Generalizable Spherical Radiance Fields for Wide-baseline Panoramas. arXiv.2306.01531.Zheng Chen, Yan-Pei Cao, Yuan-Chen Guo, Chen Wang, Ying Shan, and Song-Hai Zhang. source | cite | search
  • Normal-guided Garment UV Prediction for Human Re-Texturing. arXiv.2303.06504.Yasamin Jafarian, Tuanfeng Y. Wang, Duygu Ceylan, Jimei Yang, Nathan Carr, Yi Zhou, and Hyun Soo Park. source | cite | search
  • LoRD: Local 4D Implicit Representation for High-Fidelity Dynamic Human Modeling. arXiv.2208.08622.Boyan Jiang, Xinlin Ren, Mingsong Dou, Xiangyang Xue, Yanwei Fu, and Yinda Zhang. source | cite | search
  • CallMap: A Multi-dialogue Participative Chatting Environment Based on~Participation Structure. Lecture Notes in Computer Science.Masanari Ichikawa and Yugo Takeuchi. source | cite | search
  • A State-of-Art Review on~Intelligent Systems for~Drawing Assisting. Lecture Notes in Computer Science.Juexiao Qin, Xiaohua Sun, and Weijian Xu. source | cite | search
  • Pseudo-mutual Gazing Enhances Interbrain Synchrony During Remote Joint Attention Tasking. Brain and Behavior.Chun-Hsiang Chuang and Hao-Che Hsu. source | cite | search
  • MARF: The Medial Atom Ray Field Object Representation. Computers & Graphics.Peder Bergebakken Sundt and Theoharis Theoharis. source | cite | search
  • Improving Sketch Colorization Using Adversarial Segmentation Consistency. arXiv.2301.08590.Samet Hicsonmez, Nermin Samet, Emre Akbas, and Pinar Duygulu. source | cite | search
  • Visual Coding for Machines. Simon Fraser University.Bardia Azizian. source | cite | search
  • TMSDNet: Transformer With Multi-scale Dense Network for Single and Multi-view 3D Reconstruction. Computer Animation and Virtual Worlds.Xiaoqiang Zhu, Xinsheng Yao, Junjie Zhang, Mengyao Zhu, Lihua You, Xiaosong Yang, Jianjun Zhang, He Zhao, and Dan Zeng. source | cite | search
  • Grid-guided Neural Radiance Fields for Large Urban Scenes. arXiv.2303.14001.Linning Xu, Yuanbo Xiangli, Sida Peng, Xingang Pan, Nanxuan Zhao, Christian Theobalt, Bo Dai, and Dahua Lin. source | cite | search
  • Text2shape Deep Retrieval Model: Generating Initial Cases for Mechanical Part Redesign Under the Context of Case-Based Reasoning. arXiv.2302.06341.Tianshuo Zang, Maolin Yang, Wentao Yong, and Pingyu Jiang. source | cite | search
  • Ponder : Point Cloud Pre-training Via Neural Rendering. arXiv.2301.00157.Di Huang, Sida Peng, Tong He, Xiaowei Zhou, and Wanli Ouyang. source | cite | search
  • OReX: Object Reconstruction From Planner Cross-sections Using Neural Fields. arXiv.2211.12886.Haim Sawdayee, Amir Vaxman, and Amit H. Bermano. source | cite | search
  • ConVol-E: Continuous Volumetric Embeddings for Human-Centric Dense Correspondence Estimation. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).Amogh Tiwari, Pranav Manu, Nakul Rathore, Astitva Srivastava, and Avinash Sharma. source | cite | search
  • FPM-INR: Fourier Ptychographic Microscopy Image Stack Reconstruction Using Implicit Neural Representations. arXiv.2310.18529.Haowen Zhou, Brandon Feng, Haiyun Guo, Siyu Lin, Mingshu Liang, Christopher A. Metzler, and Changhuei Yang. source | cite | search
  • Reconstructive Latent-Space Neural Radiance Fields for Efficient 3D Scene Representations. arXiv.2310.17880.Tristan Aumentado-Armstrong, Ashkan Mirzaei, Marcus A. Brubaker, Jonathan Kelly, Alex Levinshtein, Konstantinos G. Derpanis, and Igor Gilitschenski. source | cite | search
  • RayDF: Neural Ray-surface Distance Fields With Multi-view Consistency. arXiv.2310.19629.Zhuoman Liu and Bo Yang. source | cite | search
  • ConVRT: Consistent Video Restoration Through Turbulence With Test-time Optimization of Neural Video Representations. arXiv.2312.04679.Haoming Cai, Jingxi Chen, Brandon Feng, Weiyun Jiang, Mingyang Xie, Kevin Zhang, Ashok Veeraraghavan, and Christopher Metzler. source | cite | search
  • Advances in 3D Generation: A Survey. arXiv.2401.17807.Xiaoyu Li, Qi Zhang, Di Kang, Weihao Cheng, Yiming Gao, Jingbo Zhang, Zhihao Liang, Jing Liao, Yan-Pei Cao, and Ying Shan. source | cite | search
  • Ponder : Point Cloud Pre-training Via Neural Rendering. arXiv.2301.00157.Di Huang, Sida Peng, Tong He, Xiaowei Zhou, and Wanli Ouyang. source | cite | search
  • 3D Motion Magnification: Visualizing Subtle Motions With Time Varying Radiance Fields. arXiv.2308.03757.Brandon Feng, Hadi Alzayer, Michael Rubinstein, William Freeman, and Jia-Bin Huang. source | cite | search
  • Stay In Touch