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NTIRE 2025 Challenge on HR Depth from Images of Specular and Transparent Surfaces Pierluigi Zama Ramirez Fabio Tosi Luigi Di Stefano Radu Timofte Alex Costanzino ... Jing Cao Shenyi Li Kui Jiang Junjun Jiang Y. Huang MDE 76 1 0 06 Jun 2025
TacoDepth: Towards Efficient Radar-Camera Depth Estimation with One-stage Fusion Yanjie Wang Jiajian Li Chaoyi Hong Ruibo Li Liusheng Sun Xiao-yang Song Zhe Wang Zhiguo Cao Guosheng Lin MDE 102 0 0 16 Apr 2025
Virtually Enriched NYU Depth V2 Dataset for Monocular Depth Estimation: Do We Need Artificial Augmentation? D. Ignatov Andrey D. Ignatov Radu Timofte MDE 73 3 0 15 Apr 2024
Configurable Holography: Towards Display and Scene Adaptation Yicheng Zhan Liang Shi Wojciech Matusik Qi Sun K. Akşit 138 0 0 24 Mar 2024
Diffusion-Augmented Depth Prediction with Sparse Annotations Jiaqi Li Yiran Wang Zihao Huang Jinghong Zheng Ke Xian Zhiguo Cao Jianming Zhang DiffM 51 10 0 04 Aug 2023
The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation Lingdong Kong Yaru Niu Shaoyuan Xie Hanjiang Hu Lai Xing Ng ... Zhenyu Li Runze Chen Haiyong Luo Fang Zhao Jing Yu 101 13 0 27 Jul 2023
The Second Monocular Depth Estimation Challenge Jaime Spencer Chao Qian Michaela Trescakova Chris Russell Simon Hadfield ... Guangkai Xu Wei Yin Jun Yu Qi Zhang Chaoqiang Zhao MDE 161 12 0 14 Apr 2023
Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Jin Zhang Feng Zhang G. Yu ... Mingyang Qian Huixin Ma Yanan Li Xiaotao Wang Lei Lei 71 10 0 07 Nov 2022
Power Efficient Video Super-Resolution on Mobile NPUs with Deep Learning, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Cheng-Ming Chiang Hsien-Kai Kuo Yu-Syuan Xu ... Kele Xu Li Liu Zehua Cheng Wenyi Lian W. Lian SupR 87 10 0 07 Nov 2022
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Maurizio Denna Abdelbadie Younes Ganzorig Gankhuyag ... Jing Liu Garas Gendy Nabil Sabor J. Hou Guanghui He SupR MQ 92 32 0 07 Nov 2022
Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report Andrey D. Ignatov Grigory Malivenko Radu Timofte Lukasz Treszczotko Xin-ke Chang ... Dongwon Park Seongmin Hong Joonhee Lee Seunggyu Lee Sengsub Chun 84 17 0 07 Nov 2022
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report Andrey D. Ignatov Radu Timofte Shuai Liu Chaoyu Feng Furui Bai ... Xin Lou Wei Zhou Cong Pang Haina Qin Mingxuan Cai 96 24 0 07 Nov 2022
LiteDepth: Digging into Fast and Accurate Depth Estimation on Mobile Devices Zhenyu Li Zehui Chen Jialei Xu Xianming Liu Junjun Jiang VLM MDE 118 1 0 02 Sep 2022
Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture N. Zioulis G. Albanis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras 53 13 0 11 Jul 2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks Lam Huynh Esa Rahtu Juan E. Sala Matas J. Heikkilä 80 2 0 03 Mar 2022
Model-Based Image Signal Processors via Learnable Dictionaries Marcos V. Conde Jingyu Sun Matteo Maggioni Alevs Leonardis Eduardo Pérez-Pellitero DiffM 114 46 0 10 Jan 2022
SmartDepthSync: Open Source Synchronized Video Recording System of Smartphone RGB and Depth Camera Range Image Frames with Sub-millisecond Precision Marsel Faizullin A. Kornilova Azat Akhmetyanov Konstantin Pakulev A. Sadkov Gonzalo Ferrer MDE 56 3 0 05 Nov 2021
Lightweight Monocular Depth with a Novel Neural Architecture Search Method Lam Huynh Phong H. Nguyen Jirí Matas Esa Rahtu J. Heikkilä 70 10 0 25 Aug 2021
Monocular Depth Estimation Primed by Salient Point Detection and Normalized Hessian Loss Lam Huynh Matteo Pedone Phong H. Nguyen Jirí Matas Esa Rahtu J. Heikkilä MDE 3DPC 83 3 0 25 Aug 2021
Fast and Accurate Camera Scene Detection on Smartphones Angeline Pouget Sidharth Ramesh Maximilian Giang Ramithan Chandrapalan Toni Tanner Moritz Prussing Radu Timofte Andrey D. Ignatov 3DH 57 5 0 17 May 2021
Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Grigory Malivenko Radu Timofte Sheng Chen Xin Xia ... K. Lyda L. Khojoyan Abhishek Thanki Sayak Paul Shahid Siddiqui MQ 90 20 0 17 May 2021
Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Andrés Romero Heewon Kim Radu Timofte C. Ho ... Xiumei Wang Jiaming Guo Xueyi Zhou Hao Jia Youliang Yan SupR 73 54 0 17 May 2021
Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Radu Timofte Maurizio Denna Abdelrazak Younes A. Lek ... Kun Zeng Peirong Li Zhi-Hao Liu Shiqi Xue Shengpeng Wang SupR MQ 64 60 0 17 May 2021
Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Kim Byeoung-su Radu Timofte Angeline Pouget Fenglong Song ... Lei Lei Chaoyu Feng L. Huang Z. Lei Feifei Chen 68 30 0 17 May 2021
Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Cheng-Ming Chiang Hsien-Kai Kuo Anastasia Sycheva Radu Timofte ... K. Upla Kiran Raja Raghavendra Ramachandra Christoph Busch Etienne de Stoutz 86 48 0 17 May 2021