Fine-Grained Image Analysis with Deep Learning: A Survey

11 November 2021

Yuxin Peng

Papers citing "Fine-Grained Image Analysis with Deep Learning: A Survey"

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Title
Efficient Vocabulary-Free Fine-Grained Visual Recognition in the Age of Multimodal LLMs Hari Chandana Kuchibhotla Sai Srinivas Kancheti Abbavaram Gowtham Reddy Vineeth N. Balasubramanian 45 0 0 02 May 2025
A Visual RAG Pipeline for Few-Shot Fine-Grained Product Classification Bianca Lamm J. Keuper VLM AI4TS 38 0 0 16 Apr 2025
Taxonomy-Aware Evaluation of Vision-Language Models Vésteinn Snæbjarnarson Kevin Du Niklas Stoehr Serge J. Belongie Ryan Cotterell Nico Lang Stella Frank 32 0 0 07 Apr 2025
DALIP: Distribution Alignment-based Language-Image Pre-Training for Domain-Specific Data Junjie Wu Jiangtao Xie Zhaolin Zhang Qilong Wang Q. Hu P. Li Sen Xu VLM 43 0 0 02 Apr 2025
Distilling Monocular Foundation Model for Fine-grained Depth Completion Yingping Liang Yutao Hu Wenqi Shao Ying Fu MDE 47 0 0 21 Mar 2025
Fine-Grained Open-Vocabulary Object Detection with Fined-Grained Prompts: Task, Dataset and Benchmark Ying Liu Yijing Hua Haojiang Chai Yanbo Wang TengQi Ye ObjD 56 0 0 19 Mar 2025
Twofold Debiasing Enhances Fine-Grained Learning with Coarse Labels Xin-yang Zhao Jian Jin Yang-yang Li Yazhou Yao 45 0 0 27 Feb 2025
Anchor Learning with Potential Cluster Constraints for Multi-view Clustering Yawei Chen Huibing Wang Jinjia Peng Yang Wang 66 0 0 21 Dec 2024
Unsupervised Domain Adaptive Person Search via Dual Self-Calibration Linfeng Qi Huibing Wang Jiqing Zhang Jinjia Peng Yang Wang 75 0 0 21 Dec 2024
Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition Jingyao Wang Yuxuan Yang Wenwen Qiang Changwen Zheng 74 0 0 18 Dec 2024
LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model Xi Wang H. Li Heng Fang Yichen Peng H. Xie Xi Yang Chuntao Li DiffM 72 0 0 16 Dec 2024
Learning Visually Grounded Domain Ontologies via Embodied Conversation and Explanation Jonghyuk Park A. Lascarides S. Ramamoorthy 73 0 0 13 Dec 2024
Towards Fair Pay and Equal Work: Imposing View Time Limits in Crowdsourced Image Classification Gordon Lim Stefan Larson Yu Huang Kevin Leach 83 0 0 29 Nov 2024
OccLoff: Learning Optimized Feature Fusion for 3D Occupancy Prediction Ji Zhang Yiran Ding Zixin Liu 3DPC 43 3 0 06 Nov 2024
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark Edward Vendrow Omiros Pantazis Alexander Shepard Gabriel J. Brostow Kate E. Jones Oisin Mac Aodha Sara Beery Grant Van Horn VLM 38 3 0 04 Nov 2024
Efficient Non-Exemplar Class-Incremental Learning with Retrospective Feature Synthesis Liang Bai Hong Song Yucong Lin Tianyu Fu Deqiang Xiao Danni Ai Jingfan Fan Jian Yang CLL 36 0 0 03 Nov 2024
DREB-Net: Dual-stream Restoration Embedding Blur-feature Fusion Network for High-mobility UAV Object Detection Qingpeng Li Yuxin Zhang Leyuan Fang Yuhan Kang Shutao Li Xiao Xiang Zhu 21 0 0 23 Oct 2024
Task Adaptive Feature Distribution Based Network for Few-shot Fine-grained Target Classification Ping Li Hongbo Wang Lei Lu 16 0 0 13 Oct 2024
Segmenting objects with Bayesian fusion of active contour models and convnet priors P. Polewski Jacquelyn A. Shelton W. Yao M. Heurich 34 1 0 09 Oct 2024
MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space Terrain Timothy Chase Jr Karthik Dantu 33 0 0 07 Oct 2024
From Seconds to Hours: Reviewing MultiModal Large Language Models on Comprehensive Long Video Understanding Heqing Zou Tianze Luo Guiyang Xie Victor Zhang ... Guangcong Wang Juanyang Chen Zhuochen Wang Hansheng Zhang Huaijian Zhang VLM 34 6 0 27 Sep 2024
SECURE: Semantics-aware Embodied Conversation under Unawareness for Lifelong Robot Learning Rimvydas Rubavicius Peter David Fagan A. Lascarides Subramanian Ramamoorthy LM&Ro 133 0 0 26 Sep 2024
Down-Sampling Inter-Layer Adapter for Parameter and Computation Efficient Ultra-Fine-Grained Image Recognition Edwin Arkel Rios Femiloye Oyerinde Min-Chun Hu Bo-Cheng Lai 24 0 0 17 Sep 2024
Extremely Fine-Grained Visual Classification over Resembling Glyphs in the Wild F. Bougourzi Fadi Dornaika Chongsheng Zhang 32 0 0 25 Aug 2024
On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey Jingcai Guo Zhijie Rao Zhi Chen Song Guo Jingren Zhou Dacheng Tao 33 3 0 09 Aug 2024
From Attributes to Natural Language: A Survey and Foresight on Text-based Person Re-identification Fanzhi Jiang Su Yang Mark W. Jones Liumei Zhang 49 1 0 31 Jul 2024
Global-Local Similarity for Efficient Fine-Grained Image Recognition with Vision Transformers Edwin Arkel Rios Min-Chun Hu Bo-Cheng Lai ViT 30 2 0 17 Jul 2024
Insect Identification in the Wild: The AMI Dataset Aditya Jain Fagner Cunha M. Bunsen Juan Sebastián Canas L. Pasi ... K. P. McFarland David Roy T. Høye Maxim Larrivée David Rolnick 31 3 0 18 Jun 2024
Fine-Grained Domain Generalization with Feature Structuralization Wenlong Yu Dongyue Chen Qilong Wang Qinghua Hu 36 0 0 13 Jun 2024
ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery Kam Woh Ng Xiatian Zhu Yi-Zhe Song Tao Xiang 37 2 0 12 Jun 2024
CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale ZeMing Gong Austin T. Wang Joakim Bruslund Haurum Scott C. Lowe Graham W. Taylor Angel X. Chang Angel X. Chang 39 5 0 27 May 2024
An Artificial Intelligence Approach for Interpreting Creative Combinational Designs Liuqing Chen Shuhong Xiao Yunnong Chen Linyun Sun P. Childs Ji Han 34 4 0 08 May 2024
Comparing fine-grained and coarse-grained object detection for ecology Jess Tam Justin Kay 19 0 0 06 May 2024
Data-free Knowledge Distillation for Fine-grained Visual Categorization Renrong Shao Wei Zhang Jianhua Yin Jun Wang 31 2 0 18 Apr 2024
EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection through Edge-Cloud Collaboration Wenjun Huang Hanning Chen Yang Ni Arghavan Rezvani Sanggeon Yun Sungheon Jeon Eric Pedley Mohsen Imani 31 5 0 20 Mar 2024
Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning Mark D Mcdonnell Dong Gong Ehsan Abbasnejad A. Hengel VLM DiffM 77 3 0 12 Mar 2024
How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval? Subhadeep Koley A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song 41 8 0 11 Mar 2024
Democratizing Fine-grained Visual Recognition with Large Language Models Mingxuan Liu Subhankar Roy Wenjing Li Zhun Zhong N. Sebe Elisa Ricci VLM 29 10 0 24 Jan 2024
Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization Qi Bi Wei Ji Jingjun Yi Haolan Zhan Gui-Song Xia 25 0 0 16 Jan 2024
Learn to integrate parts for whole through correlated neural variability Zhichao Zhu Yang Qi Wenlian Lu Jianfeng Feng DRL 25 0 0 01 Jan 2024
Roll With the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning Yue Duan Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi 30 4 0 19 Dec 2023
The devil is in the fine-grained details: Evaluating open-vocabulary object detectors for fine-grained understanding Lorenzo Bianchi F. Carrara Nicola Messina Claudio Gennaro Fabrizio Falchi ObjD 22 13 0 29 Nov 2023
Attribute-Aware Deep Hashing with Self-Consistency for Large-Scale Fine-Grained Image Retrieval Xiu-Shen Wei Yang Shen Xuhao Sun Peng Wang Yuxin Peng 22 10 0 21 Nov 2023
Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels Shu-Lin Xu Yifan Sun Faen Zhang Anqi Xu Xiu-Shen Wei Yi Yang 24 5 0 18 Nov 2023
On Characterizing the Evolution of Embedding Space of Neural Networks using Algebraic Topology Suryaka Suresh Bishshoy Das V. Abrol Sumantra Dutta Roy 14 2 0 08 Nov 2023
DNA: Denoised Neighborhood Aggregation for Fine-grained Category Discovery Wenbin An Feng Tian Wenkai Shi Yan Chen Qinghua Zheng Qianying Wang Ping Chen 32 5 0 16 Oct 2023
Hawkeye: A PyTorch-based Library for Fine-Grained Image Recognition with Deep Learning Jiabei He Yang Shen Xiu-Shen Wei Ye Wu 25 0 0 14 Oct 2023
Retail-786k: a Large-Scale Dataset for Visual Entity Matching Bianca Lamm Janis Keuper VLM 11 3 0 29 Sep 2023
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained Recognition Oindrila Saha Subhransu Maji SSL 27 2 0 25 Sep 2023
Latent Space Energy-based Model for Fine-grained Open Set Recognition Wentao Bao Qi Yu Yu Kong BDL 26 2 0 19 Sep 2023