The Treasure beneath Convolutional Layers: Cross-convolutional-layer Pooling for Image Classification

27 November 2014

Lingqiao Liu

Chunhua Shen

Papers citing "The Treasure beneath Convolutional Layers: Cross-convolutional-layer Pooling for Image Classification"

50 / 53 papers shown

Title
A Novel Feature Extraction Model for the Detection of Plant Disease from Leaf Images in Low Computational Devices Rikathi Pal Anik Basu Bhaumik Arpan Murmu Sanoar Hossain Biswajit Maity Soumya Sen 34 1 0 01 Oct 2024
Enhancing Fine-Grained Visual Recognition in the Low-Data Regime Through Feature Magnitude Regularization Avraham Chapman Haiming Xu Lingqiao Liu 43 0 0 03 Sep 2024
NOAH: Learning Pairwise Object Category Attentions for Image Classification Chao Li Aojun Zhou Anbang Yao VLM 38 2 0 04 Feb 2024
SEMICON: A Learning-to-hash Solution for Large-scale Fine-grained Image Retrieval Yang Shen Xuhao Sun Xiu-Shen Wei Qing-Yuan Jiang Jian Yang 39 18 0 28 Sep 2022
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge Belongie 74 279 0 11 Nov 2021
E-PixelHop: An Enhanced PixelHop Method for Object Classification Yijing Yang Vasileios Magoulianitis C.-C. Jay Kuo 11 13 0 07 Jul 2021
A Survey on Image Aesthetic Assessment A. Anwar Saira Kanwal Muhammad Mohsin Tahir Muhammad Saqib Muhammad Uzair Mohammad Khalid Imam Rahmani Habib Ullah 29 3 0 22 Mar 2021
Early Bird: Loop Closures from Opposing Viewpoints for Perceptually-Aliased Indoor Environments Satyajit Tourani Dhagash Desai Udit Singh Parihar Sourav Garg Ravi Kiran Sarvadevabhatla Michael Milford K. M. Krishna 30 6 0 03 Oct 2020
Leveraging Tacit Information Embedded in CNN Layers for Visual Tracking Kourosh Meshgi Maryam Sadat Mirzaei Shigeyuki Oba 16 0 0 02 Oct 2020
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
Classification-driven Single Image Dehazing Yanting Pei Yaping Huang Xingyuan Zhang 34 4 0 21 Nov 2019
Parameter Optimization and Learning in a Spiking Neural Network for UAV Obstacle Avoidance targeting Neuromorphic Processors Llewyn Salt David Howard Giacomo Indiveri Yulia Sandamirskaya 12 43 0 17 Oct 2019
Multifaceted Analysis of Fine-Tuning in Deep Model for Visual Recognition Xiangyang Li Luis Herranz Shuqiang Jiang 15 2 0 11 Jul 2019
Look No Deeper: Recognizing Places from Opposing Viewpoints under Varying Scene Appearance using Single-View Depth Estimation Sourav Garg V. Babu Thanuja Dharmasiri Stephen Hausler Niko Sünderhauf S. Kumar Tom Drummond Michael Milford 19 27 0 20 Feb 2019
Enhance the Motion Cues for Face Anti-Spoofing using CNN-LSTM Architecture X. Tu Hengsheng Zhang M. Xie Yao Luo Yuefei Zhang Zejun Ma CVBM 19 33 0 17 Jan 2019
Does Haze Removal Help CNN-based Image Classification? Yanting Pei Yaping Huang Qi Zou Yuhang Lu Song Wang 24 70 0 12 Oct 2018
Benchmarks for Image Classification and Other High-dimensional Pattern Recognition Problems Tarun Yellamraju Jonas Hepp Mireille Boutin 13 5 0 13 Jun 2018
LoST? Appearance-Invariant Place Recognition for Opposite Viewpoints using Visual Semantics Sourav Garg Niko Sünderhauf Michael Milford 32 122 0 16 Apr 2018
ConvSRC: SmartPhone based Periocular Recognition using Deep Convolutional Neural Network and Sparsity Augmented Collaborative Representation A. Alahmadi M. Hussain Hatim Aboalsamh M. Zuair 17 16 0 16 Jan 2018
Examining CNN Representations with respect to Dataset Bias Quanshi Zhang Wenguan Wang Song-Chun Zhu SSL FAtt 14 104 0 29 Oct 2017
What-and-Where to Match: Deep Spatially Multiplicative Integration Networks for Person Re-identification Lin Wu Yang Wang Xue Li Junbin Gao 21 125 0 21 Jul 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 30 1 0 20 Jul 2017
An Out-of-the-box Full-network Embedding for Convolutional Neural Networks Dario Garcia-Gasulla Armand Vilalta Ferran Parés Jonatan Moreno Eduard Ayguadé Jesús Labarta Ulises Cortés Toyotaro Suzumura 19 19 0 22 May 2017
Body Joint guided 3D Deep Convolutional Descriptors for Action Recognition Congqi Cao Yifan Zhang Chunjie Zhang Hanqing Lu 3DH 24 66 0 24 Apr 2017
Differential Evolution and Bayesian Optimisation for Hyper-Parameter Selection in Mixed-Signal Neuromorphic Circuits Applied to UAV Obstacle Avoidance Llewyn Salt David Howard Giacomo Indiveri Yulia Sandamirskaya 16 4 0 17 Apr 2017
Mining Object Parts from CNNs via Active Question-Answering Quanshi Zhang Ruiming Cao Ying Nian Wu Song-Chun Zhu 16 25 0 11 Apr 2017
Deep Learning Features at Scale for Visual Place Recognition Zetao Chen A. Jacobson Niko Sünderhauf B. Upcroft Lingqiao Liu Chunhua Shen Ian Reid Michael Milford 20 336 0 18 Jan 2017
Deep Motion Features for Visual Tracking Susanna Gladh Martin Danelljan Fahad Shahbaz Khan M. Felsberg 25 89 0 20 Dec 2016
Scale Coding Bag of Deep Features for Human Attribute and Action Recognition Fahad Shahbaz Khan Joost van de Weijer Rao Muhammad Anwer Andrew D. Bagdanov M. Felsberg Jorma T. Laaksonen 28 30 0 14 Dec 2016
Deep Quantization: Encoding Convolutional Activations with Deep Generative Model Zhaofan Qiu Ting Yao Tao Mei DRL MQ 34 59 0 29 Nov 2016
ResFeats: Residual Network Based Features for Image Classification A. Mahmood Bennamoun Senjian An Ferdous Sohel VLM SSeg 34 59 0 21 Nov 2016
On the Exploration of Convolutional Fusion Networks for Visual Recognition Y. Liu Yanming Guo M. Lew 33 23 0 16 Nov 2016
Low-rank Bilinear Pooling for Fine-Grained Classification Shu Kong Charless C. Fowlkes 44 344 0 16 Nov 2016
Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning Quanshi Zhang Ruiming Cao Ying Nian Wu Song-Chun Zhu 28 70 0 14 Nov 2016
Impatient DNNs - Deep Neural Networks with Dynamic Time Budgets Manuel Amthor E. Rodner Joachim Denzler 19 17 0 10 Oct 2016
Beyond Correlation Filters: Learning Continuous Convolution Operators for Visual Tracking Martin Danelljan Andreas Robinson Fahad Shahbaz Khan M. Felsberg 16 1,692 0 12 Aug 2016
Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps Jiewei Cao Lingqiao Liu Peng Wang Zi Huang Chunhua Shen Heng Tao Shen 21 19 0 22 Jun 2016
cvpaper.challenge in 2015 - A review of CVPR2015 and DeepSurvey Hirokatsu Kataoka Yudai Miyashita Tomoaki K. Yamabe Soma Shirakabe Shin-ichi Sato ... Kaori Abe Takaaki Imanari Naomichi Kobayashi Shinichiro Morita Akio Nakamura 24 2 0 26 May 2016
Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition Xiao-Chang Liu Jiang Wang Shilei Wen Errui Ding Yuanqing Lin 13 76 0 20 May 2016
Fully Convolutional Attention Networks for Fine-Grained Recognition Xiao-Chang Liu Tian Xia Jiang Wang Yi Yang Feng Zhou Yuanqing Lin 27 102 0 22 Mar 2016
Compositional Model based Fisher Vector Coding for Image Classification Lingqiao Liu Peng Wang Chunhua Shen Lei Wang Anton Van Den Hengel Chao Wang Heng Tao Shen 43 53 0 16 Jan 2016
Harnessing the Deep Net Object Models for Enhancing Human Action Recognition O. V. R. Murthy Roland Göcke 8 2 0 21 Dec 2015
When Naïve Bayes Nearest Neighbours Meet Convolutional Neural Networks Ilja Kuzborskij Fabio Maria Carlucci Barbara Caputo 11 7 0 12 Nov 2015
Pooling the Convolutional Layers in Deep ConvNets for Action Recognition Shichao Zhao Yanbin Liu Yahong Han Richang Hong FAtt 29 64 0 06 Nov 2015
Aggregating Deep Convolutional Features for Image Retrieval Artem Babenko Victor Lempitsky FAtt 25 690 0 26 Oct 2015
Cross-convolutional-layer Pooling for Image Recognition Lingqiao Liu Chunhua Shen Anton Van Den Hengel 38 81 0 04 Oct 2015
Mining Mid-level Visual Patterns with Deep CNN Activations Yao Li Lingqiao Liu Chunhua Shen Anton Van Den Hengel 32 54 0 21 Jun 2015
Fast ConvNets Using Group-wise Brain Damage V. Lebedev Victor Lempitsky AAML 44 447 0 08 Jun 2015
Bilinear CNNs for Fine-grained Visual Recognition Tsung-Yu Lin Aruni RoyChowdhury Subhransu Maji 37 1,867 0 29 Apr 2015
Deep Spatial Pyramid: The Devil is Once Again in the Details Bin-Bin Gao Xiu-Shen Wei Jianxin Wu Weiyao Lin 24 51 0 21 Apr 2015