Krystian Mikolajczyk

Krystian Mikolajczyk's AcademicInfluence.com Rankings

Computer Science

#6096

World Rank

#6427

Historical Rank

Database

#3210

World Rank

#3346

Historical Rank

computer-science Degrees

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Computer Science

Krystian Mikolajczyk's Degrees

PhD Computer Vision University of Surrey
Masters Computer Science University of Surrey
Bachelors Computer Science University of Surrey

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Krystian Mikolajczyk's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

A performance evaluation of local descriptors (2003) (4625)
Scale & Affine Invariant Interest Point Detectors (2004) (4254)
A performance evaluation of local descriptors (2005) (4073)
A Comparison of Affine Region Detectors (2005) (3456)
An Affine Invariant Interest Point Detector (2002) (1712)
Indexing based on scale invariant interest points (2001) (1410)
P-N learning: Bootstrapping binary classifiers by structural constraints (2010) (1201)
Forward-Backward Error: Automatic Detection of Tracking Failures (2010) (831)
Human Detection Based on a Probabilistic Assembly of Robust Part Detectors (2004) (785)
The Visual Object Tracking VOT2016 Challenge Results (2016) (702)
HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors (2017) (455)
Learning local feature descriptors with triplets and shallow convolutional neural networks (2016) (376)
Deep correlation for matching images and text (2015) (368)
Evaluation of local detectors and descriptors for fast feature matching (2012) (294)
Multiple Object Class Detection with a Generative Model (2006) (288)
Local features for object class recognition (2005) (259)
Shape recognition with edge-based features (2003) (246)
Online learning of robust object detectors during unstable tracking (2009) (238)
Action recognition with motion-appearance vocabulary forest (2008) (192)
Face-TLD: Tracking-Learning-Detection applied to faces (2010) (191)
Face Detection and Tracking in a Video by Propagating Detection Probabilities (2003) (163)
PN-Net: Conjoined Triple Deep Network for Learning Local Image Descriptors (2016) (158)
Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters (2019) (151)
The Thermal Infrared Visual Object Tracking VOT-TIR2015 Challenge Results (2015) (132)
Improving Descriptors for Fast Tree Matching by Optimal Linear Projection (2007) (112)
Efficient Clustering and Matching for Object Class Recognition (2006) (112)
Detection of local features invariant to affines transformations (2002) (110)
Learning Linear Discriminant Projections for Dimensionality Reduction of Image Descriptors (2011) (105)
Weighted Sampling for Large-Scale Boosting (2008) (97)
Feature Tracking and Motion Compensation for Action Recognition (2008) (97)
Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection (2013) (92)
A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling (2009) (89)
BreakingNews: Article Annotation by Image and Text Processing (2016) (88)
Wireless Image Retrieval at the Edge (2020) (82)
BOLD - Binary online learned descriptor for efficient image matching (2015) (80)
An Evaluation of Local Shape-Based Features for Pedestrian Detection (2005) (79)
Deformable part-based tracking by coupled global and local correlation filters (2016) (78)
Higher-Order Occurrence Pooling for Bags-of-Words: Visual Concept Detection (2017) (75)
General Overview of ImageCLEF at the CLEF 2015 Labs (2015) (70)
Detection of local features invariant to affine transformations : application to matching and recognition (2002) (63)
An evaluation of bags-of-words and spatio-temporal shapes for action recognition (2011) (61)
Learning weights for codebook in image classification and retrieval (2010) (61)
SOLAR: Second-Order Loss and Attention for Image Retrieval (2020) (61)
Large-Scale Evaluation (2009) (59)
Comparison of affine-invariant local detectors and descriptors (2004) (56)
Domain Adaptation for Object Detection via Style Consistency (2019) (55)
Face detection in a video sequence - a temporal approach (2001) (54)
ℓp norm multiple kernel Fisher discriminant analysis for object and image categorisation (2010) (51)
A Survey on Local Invariant Features (2006) (47)
Higher-Order Occurrence Pooling for Bags-of-Words: Visual Concept Detection. (2017) (44)
Non-Sparse Multiple Kernel Fisher Discriminant Analysis (2012) (43)
Joint Device-Edge Inference over Wireless Links with Pruning (2020) (42)
Spatial Coordinate Coding to reduce histogram representations, Dominant Angle and Colour Pyramid Match (2011) (41)
General Overview of ImageCLEF at the CLEF 2016 Labs (2016) (40)
Action recognition with appearance-motion features and fast search trees (2011) (38)
D2D: Keypoint Extraction with Describe to Detect Approach (2020) (38)
Higher-order Occurrence Pooling on Mid- and Low-level Features: Visual Concept Detection (2013) (38)
Segmentation Based Multi-Cue Integration for Object Detection (2006) (33)
Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task (2015) (33)
The MediaMill TRECVID 2009 Semantic Video Search Engine (2009) (31)
Deep Joint Source-Channel Coding for Wireless Image Retrieval (2019) (30)
Binary Online Learned Descriptors (2018) (30)
Visual category recognition using Spectral Regression and Kernel Discriminant Analysis (2009) (29)
Pattern recognition with local invariant features (2005) (28)
Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers (2010) (28)
The MediaMill TRECVID 2008 semantic video search engine (2008) (27)
Full ranking as local descriptor for visual recognition: A comparison of distance metrics on sn (2015) (26)
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data (2020) (25)
Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis (2009) (25)
Soft assignment of visual words as Linear Coordinate Coding and optimisation of its reconstruction error (2011) (23)
HyNet: Learning Local Descriptor with Hybrid Similarity Measure and Triplet Loss (2020) (23)
A Comparison of L_1 Norm and L_2 Norm Multiple Kernel SVMs in Image and Video Classification (2009) (22)
Automatic annotation of tennis games: An integration of audio, vision, and learning (2014) (21)
A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression (2013) (21)
Segmentation Based Interest Points and Evaluation of Unsupervised Image Segmentation Methods (2009) (19)
Local Image Features (2009) (18)
Combining Multiple Kernels by Augmenting the Kernel Matrix (2010) (18)
DESC: Domain Adaptation for Depth Estimation via Semantic Consistency (2020) (18)
A hands-on approach to high-dynamic-range and superresolution fusion (2009) (17)
Deep Segmentation and Registration in X-Ray Angiography Video (2018) (17)
Multiple Kernel Learning via Distance Metric Learning for Interactive Image Retrieval (2011) (16)
Hierarchical online domain adaptation of deformable part-based models (2016) (15)
On a Quest for Image Descriptors Based on Unsupervised Segmentation Maps (2010) (14)
The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes (2010) (13)
SHOP-VRB: A Visual Reasoning Benchmark for Object Perception (2020) (12)
Robust Registration and Filtering for Moving Object Detection in Aerial Videos (2014) (12)
Augmented Kernel Matrix vs Classifier Fusion for Object Recognition (2011) (11)
Person Re-Identification with Vision and Language (2017) (10)
Online Learning and Detection with Part-Based, Circulant Structure (2014) (10)
Combining High-Resolution Images With Low-Quality Videos (2008) (10)
HDD-Net: Hybrid Detector Descriptor with Mutual Interactive Learning (2020) (10)
Partial Person Re-identification with Alignment and Hallucination (2018) (9)
Channel-Adaptive Wireless Image Transmission With OFDM (2022) (9)
Kernel Discriminant Analysis Using Triangular Kernel for Semantic Scene Classification (2009) (9)
Ranking Images Based on Aesthetic Qualities (2014) (9)
Novel Fusion Methods for Pattern Recognition (2011) (9)
Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters Revisited (2022) (9)
AirNet: Neural Network Transmission over the Air (2021) (8)
Feature Pairs Connected by Lines for Object Recognition (2010) (8)
Reassessing the Limitations of CNN Methods for Camera Pose Regression (2021) (7)
Concept learning for image and video retrieval: The inverse random under sampling approach (2009) (7)
Information Theoretic Representation Distillation (2021) (6)
The BreakingNews Dataset (2017) (6)
ScaleNet: A Shallow Architecture for Scale Estimation (2021) (5)
NinjaDesc: Content-Concealing Visual Descriptors via Adversarial Learning (2021) (5)
HyNet: Local Descriptor with Hybrid Similarity Measure and Triplet Loss (2020) (5)
Automatic annotation of court games with structured output learning (2012) (5)
Leveraging High Level Visual Information for Matching Images and Captions (2014) (5)
Two-Stage Augmented Kernel Matrix for Object Recognition (2011) (4)
Liveness Detection (2009) (4)
Deep Joint Transmission-Recognition for Power-Constrained IoT Devices (2020) (4)
Generating commentaries for tennis videos (2016) (3)
Multi-Attentive Detection of the Spider Monkey Whinny in the (Actual) Wild (2021) (3)
Text Attribute Aggregation and Visual Feature Decomposition for Person Search (2020) (3)
Benchmarking GPU-Based Phase Correlation for Homography-Based Registration of Aerial Imagery (2013) (3)
Vision Transformer for Adaptive Image Transmission over MIMO Channels (2022) (3)
Cascaded channel pruning using hierarchical self-distillation (2020) (3)
Multi-Class Segmentation from Aerial Views using Recursive Noise Diffusion (2022) (3)
Image retrieval in the presence of important scale changes and with automatically constructed models (2001) (2)
Compressing Local Descriptor Models for Mobile Applications (2021) (2)
Aesthetics based assessment and ranking of fashion images (2014) (2)
V2A - Vision to Action: Learning Robotic Arm Actions Based on Vision and Language (2020) (2)
Embodied Reasoning for Discovering Object Properties via Manipulation (2021) (1)
A Global-Local Approach to Saliency Detection (2013) (1)
Guest Editorial: Tracking, Detection and Segmentation (2014) (1)
Compression of convolutional neural networks for high performance imagematching tasks on mobile devices (2020) (1)
Performance Evaluation of Image Filtering for Classification and Retrieval (2013) (1)
Efficient clustering and matching for object glass (2006) (1)
Improving Object Tracking with Voting from False Positive Detections (2014) (1)
Grasp-Oriented Fine-grained Cloth Segmentation without Real Supervision (2021) (1)
Compression of descriptor models for mobile applications (2020) (1)
Network compression and faster inference using spatial basis filters (2021) (1)
Multiple kernel learning and feature space denoising (2010) (1)
Monocular Depth Estimation Using Cues Inspired by Biological Vision Systems (2022) (1)
Proceedings of the 6th Workshop on Vision and Language (VL'17) (2017) (0)
RECOGNIZING ACTIVITIES WITH CLUSTER-TREES OF TRACKLETS 1 Recognizing activities with cluster-trees of tracklets (2015) (0)
PRiDAN: Person Re-identification from Drones with Adaptive Weights and Expanded Neighbourhood (2022) (0)
New Results - Image description (2004) (0)
Software - Software for computing local invariant features (2004) (0)
Domain Adversarial Training for Infrared-colour Person Re-Identification (2020) (0)
New Results - Recognition (2004) (0)
Multiple Feature Points Tracking for Camera Motion Compensation (2009) (0)
ObjCAViT: Improving Monocular Depth Estimation Using Natural Language Models And Image-Object Cross-Attention (2022) (0)
Features-over-the-Air: Contrastive Learning Enabled Cooperative Edge Inference (2023) (0)
A closer look at the training dynamics of knowledge distillation (2023) (0)
SAMPLE-HD: Simultaneous Action and Motion Planning Learning Environment (2022) (0)
Supplementary material for ACCV 2020 paper D 2 D : Keypoint Extraction with Describe to Detect Approach (2020) (0)
Multi-frame, multi-modal, and multi-kernel concept detection in video (2009) (0)
Learning from video browse behavior (2009) (0)
New Results - Image description and correspondence (2005) (0)
Other Grants and Activities - European Projects (2004) (0)
Everything Has Been Done, It Is Our Job to Do It One Better in Image Matching and Localisation (2022) (0)
UvA-DARE (Digital Academic Localizing Actions from Video Labels and Pseudo-Annotations (2017) (0)
Proceedings of the 2016 Workshop on Vision and Language (VL’16) (2016) (0)
Multi-block fusion for vehicle re-identification (2019) (0)
OoD-Pose: Camera Pose Regression From Out-of-Distribution Synthetic Views (2022) (0)
Camera Motion Compensation Based on Multi Feature Points Tracking (2008) (0)
Person Re-identification with Bias-controlled Adversarial Training (2019) (0)
A multimedia courseware on wavelets (1998) (0)
Estimating water turbidity from a smartphone camera (2022) (0)

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What Schools Are Affiliated With Krystian Mikolajczyk?

Krystian Mikolajczyk is affiliated with the following schools:

Imperial College London

Krystian Mikolajczyk's Academic­Influence.com Rankings