Deep Learning for Generic Object Detection: A Survey

6 September 2018

Wanli Ouyang

Papers citing "Deep Learning for Generic Object Detection: A Survey"

50 / 510 papers shown

Title
Word Embedding for Social Sciences: An Interdisciplinary Survey Akira Matsui Emilio Ferrara 19 5 0 07 Jul 2022
Comparative Analysis of State-of-the-Art Deep Learning Models for Detecting COVID-19 Lung Infection from Chest X-Ray Images Zeba Ghaffar Pir Masoom Shah Hikmat Khan Syed Farhan Alam Zaidi Abdullah Gani I. Khan M. A. Shah S. M. Fakhrul Islam 20 3 0 01 Jul 2022
Uncertainty-aware Panoptic Segmentation Kshitij Sirohi Sajad Marvi Daniel Buscher Wolfram Burgard EDL UQCV 26 26 0 29 Jun 2022
Learning with Weak Annotations for Robust Maritime Obstacle Detection Lojze Žust Matej Kristan 16 1 0 27 Jun 2022
Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview Florian Karl Tobias Pielok Julia Moosbauer Florian Pfisterer Stefan Coors ... Jakob Richter Michel Lang Eduardo C. Garrido-Merchán Juergen Branke B. Bischl AI4CE 26 56 0 15 Jun 2022
Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey A. Aswath A. Alsahaf B. Giepmans George Azzopardi 22 33 0 14 Jun 2022
Object Scene Representation Transformer Mehdi S. M. Sajjadi Daniel Duckworth Aravindh Mahendran Sjoerd van Steenkiste Filip Pavetić Mario Luvcić Leonidas J. Guibas Klaus Greff Thomas Kipf ViT OCL 22 89 0 14 Jun 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks Shanghua Gao Zhong-Yu Li Qi Han Ming-Ming Cheng Liang Wang 28 34 0 14 Jun 2022
Recurrent Video Restoration Transformer with Guided Deformable Attention Jingyun Liang Yuchen Fan Xiaoyu Xiang Rakesh Ranjan Eddy Ilg Simon Green Jiezhang Cao K. Zhang Radu Timofte Luc Van Gool 31 152 0 05 Jun 2022
Median Pixel Difference Convolutional Network for Robust Face Recognition Jiehua Zhang Z. Su Li Liu CVBM 21 5 0 30 May 2022
Blind Estimation of a Doubly Selective OFDM Channel: A Deep Learning Algorithm and Theory T. Getu N. Golmie D. Griffith 22 2 0 30 May 2022
NPU-BOLT: A Dataset for Bolt Object Detection in Natural Scene Images Yadian Zhao Zhen Yang Chao Xu 4 1 0 23 May 2022
Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging David Ahmedt-Aristizabal Chuong H. Nguyen Lachlan Tychsen-Smith Ashley Stacey Shenghong Li J. Pathikulangara L. Petersson Dadong Wang 3DH MedIm 21 13 0 14 May 2022
Dense residual Transformer for image denoising Chao Yao Shuo Jin Meiqin Liu Xiaojuan Ban ViT 28 29 0 14 May 2022
Deep Learning and Computer Vision Techniques for Microcirculation Analysis: A Review Maged Abdalla Helmy Abdou T. Truong E. Jul Paulo Ferreira 16 8 0 11 May 2022
Activating More Pixels in Image Super-Resolution Transformer Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 59 600 0 09 May 2022
Smart City Intersections: Intelligence Nodes for Future Metropolises Z. Kostić Alex Angus Zhengye Yang Zhuoxu Duan I. Seskar Gil Zussman D. Raychaudhuri 8 12 0 03 May 2022
Combining Visual Saliency Methods and Sparse Keypoint Annotations to Providently Detect Vehicles at Night Lukas Ewecker Lars Ohnemus Robin Schwager Stefan Roos Tim Brühl S. Saralajew 14 4 0 25 Apr 2022
Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models Engin Uzun Ahmet Anil Dursun Erdem Akagündüz 11 6 0 19 Apr 2022
Image Data Augmentation for Deep Learning: A Survey Suorong Yang Wei-Ting Xiao Mengcheng Zhang Suhan Guo Jian Zhao S. Furao 11 232 0 19 Apr 2022
BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment Ziwei Luo Youwei Li Shuyang Cheng Lei Yu Qi Wu Zhihong Wen Haoqiang Fan Jian-jun Sun Shuaicheng Liu ViT 21 44 0 18 Apr 2022
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives Jun Yue Leyuan Fang Pedram Ghamisi Weiying Xie Jun Li Jocelyn Chanussot Antonio J. Plaza 16 44 0 18 Apr 2022
TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos Shuojia Zou Chen Li Hongzan Sun Peng Xu Jiawei Zhang Pingli Ma Yudong Yao Xinyu Huang M. Grzegorzek 20 28 0 18 Apr 2022
An Extendable, Efficient and Effective Transformer-based Object Detector Hwanjun Song Deqing Sun Sanghyuk Chun Varun Jampani Dongyoon Han Byeongho Heo Wonjae Kim Ming-Hsuan Yang 14 13 0 17 Apr 2022
Residual Swin Transformer Channel Attention Network for Image Demosaicing W. Xing K. Egiazarian ViT 19 14 0 14 Apr 2022
A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes M. Seiler Raphael Patrick Prager P. Kerschke Heike Trautmann 25 20 0 12 Apr 2022
Neural Network Pruning by Cooperative Coevolution Haopu Shang Jia-Liang Wu Wenjing Hong Chaojun Qian VLM 4 23 0 12 Apr 2022
Automatic Image Content Extraction: Operationalizing Machine Learning in Humanistic Photographic Studies of Large Visual Archives Anssi Männistö Mert Seker Alexandros Iosifidis Jenni Raitoharju VLM 16 5 0 05 Apr 2022
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 27 66 0 29 Mar 2022
PAEDID: Patch Autoencoder Based Deep Image Decomposition For Pixel-level Defective Region Segmentation Shancong Mou Mengsi Cao Haoping Bai Ping-Chia Huang Jianjun Shi Jiulong Shan 17 11 0 28 Mar 2022
Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison Tianying Liu Lu Zhang Yang Wang Jihong Guan Yanwei Fu Jiajia Zhao Shuigeng Zhou ObjD AAML 16 27 0 27 Mar 2022
Sylph: A Hypernetwork Framework for Incremental Few-shot Object Detection Li Yin Juan-Manuel Perez-Rua Kevin J Liang ObjD 9 35 0 25 Mar 2022
Analysis and Adaptation of YOLOv4 for Object Detection in Aerial Images Aryaman Singh Samyal K. Akshatha Soham Hans A. K. Karunakar B. SatishShenoy 6 6 0 18 Mar 2022
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques Inkyu Sa Jongyoon Lim H. Ahn Bruce A. MacDonald 20 18 0 17 Mar 2022
Accelerating DETR Convergence via Semantic-Aligned Matching Gongjie Zhang Zhipeng Luo Yingchen Yu Kaiwen Cui Shijian Lu ViT 43 100 0 14 Mar 2022
Efficient Long-Range Attention Network for Image Super-resolution Xindong Zhang Huiyu Zeng Shi Guo Lei Zhang ViT 19 276 0 13 Mar 2022
Evaluating Object (mis)Detection from a Safety and Reliability Perspective: Discussion and Measures Andrea Ceccarelli Leonardo Montecchi 19 10 0 04 Mar 2022
Hybrid Optimized Deep Convolution Neural Network based Learning Model for Object Detection Venkata Beri ObjD 16 0 0 02 Mar 2022
Localizing Small Apples in Complex Apple Orchard Environments Christian Wilms Robert Johanson Simone Frintrop 17 5 0 23 Feb 2022
Coordinate-Aligned Multi-Camera Collaboration for Active Multi-Object Tracking Zeyu Fang Jian Zhao Mingyu Yang Wen-gang Zhou Zhenbo Lu Houqiang Li 23 10 0 22 Feb 2022
A Review of Emerging Research Directions in Abstract Visual Reasoning Mikolaj Malkiñski Jacek Mañdziuk 23 38 0 21 Feb 2022
ALGAN: Anomaly Detection by Generating Pseudo Anomalous Data via Latent Variables Hironori Murase Kenji Fukumizu 17 10 0 21 Feb 2022
HDAM: Heuristic Difference Attention Module for Convolutional Neural Networks Yu Xue Zi-Wei Yuan 15 0 0 19 Feb 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 28 17 0 15 Feb 2022
On the Complexity of Object Detection on Real-world Public Transportation Images for Social Distancing Measurement N. F. N. Aznan John Brennan D. Bell J. Jonczyk Paul Watson 25 1 0 14 Feb 2022
Robotic Grasping from Classical to Modern: A Survey Hanbo Zhang Jian Tang Shiguang Sun Xuguang Lan 27 39 0 08 Feb 2022
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation Marco Rosano Antonino Furnari Luigi Gulino C. Santoro G. Farinella EgoV 37 5 0 02 Feb 2022
VRT: A Video Restoration Transformer Jingyun Liang Jiezhang Cao Yuchen Fan K. Zhang Rakesh Ranjan Yawei Li Radu Timofte Luc Van Gool ViT 26 251 0 28 Jan 2022
Learning Proximal Operators to Discover Multiple Optima Lingxiao Li Noam Aigerman Vladimir G. Kim Jiajin Li Kristjan Greenewald Mikhail Yurochkin Justin Solomon 42 1 0 28 Jan 2022
Infrastructure-Based Object Detection and Tracking for Cooperative Driving Automation: A Survey Zhengwei Bai Guoyuan Wu Xuewei Qi Yongkang Liu K. Oguchi Matthew J. Barth 9 52 0 28 Jan 2022