Depth CNNs for RGB-D scene recognition: learning from scratch better than transferring from RGB-CNNs

21 January 2018

Papers citing "Depth CNNs for RGB-D scene recognition: learning from scratch better than transferring from RGB-CNNs"

16 / 16 papers shown

Title
CoMAE: Single Model Hybrid Pre-training on Small-Scale RGB-D Datasets Jiang Yang Sheng Guo Gangshan Wu Limin Wang VLM 31 7 0 13 Feb 2023
Attentional Graph Convolutional Network for Structure-aware Audio-Visual Scene Classification Liguang Zhou Yuhongze Zhou Xiaonan Qi Junjie Hu Tin Lun Lam Yangsheng Xu 43 12 0 31 Dec 2022
ASK: Adaptively Selecting Key Local Features for RGB-D Scene Recognition Zhitong Xiong Yuan. Yuan Qi. Wang 9 35 0 14 Oct 2021
Deep Learning for Scene Classification: A Survey Delu Zeng Minyu Liao M. Tavakolian Yulan Guo Bolei Zhou D. Hu M. Pietikäinen Li Liu VLM 29 27 0 26 Jan 2021
When CNNs Meet Random RNNs: Towards Multi-Level Analysis for RGB-D Object and Scene Recognition Ali Caglayan Nevrez Imamoglu Ahmet Burak Can Ryosuke Nakamura 39 28 0 26 Apr 2020
RFBNet: Deep Multimodal Networks with Residual Fusion Blocks for RGB-D Semantic Segmentation Liuyuan Deng Ming Yang Tianyi Li Yuesheng He Chunxiang Wang 27 61 0 29 Jun 2019
Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers Kui Jia Jiehong Lin Mingkui Tan Dacheng Tao 3DV 25 32 0 25 Apr 2019
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots Fabio Cermelli Massimiliano Mancini Elisa Ricci Barbara Caputo 31 3 0 01 Apr 2019
Mix and match networks: cross-modal alignment for zero-pair image-to-image translation Yaxing Wang Luis Herranz Joost van de Weijer 21 4 0 08 Mar 2019
Unsupervised Domain Adaptation Learning Algorithm for RGB-D Staircase Recognition Jing Wang Kuangen Zhang 17 11 0 04 Mar 2019
Multichannel Semantic Segmentation with Unsupervised Domain Adaptation Kohei Watanabe Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada MDE 24 11 0 11 Dec 2018
Multimodal Densenet Faisal Mahmood Ziyun Yang Thomas Ashley Nicholas J. Durr 21 11 0 18 Nov 2018
Learning Effective RGB-D Representations for Scene Recognition Xinhang Song Shuqiang Jiang Luis Herranz Chengpeng Chen 3DV 17 49 0 17 Sep 2018
In pixels we trust: From Pixel Labeling to Object Localization and Scene Categorization Carlos Herranz-Perdiguero Carolina Redondo-Cabrera Roberto J. López-Sastre SSeg 15 12 0 19 Jul 2018
Synthetic data generation for end-to-end thermal infrared tracking Lichao Zhang Abel Gonzalez-Garcia Joost van de Weijer Martin Danelljan Fahad Shahbaz Khan 27 148 0 04 Jun 2018
Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries Junjie Hu Mete Ozay Yan Zhang Takayuki Okatani 3DV 29 370 0 23 Mar 2018