89 books like Vision

By David Marr,

Here are 89 books that Vision fans have personally recommended if you like Vision. Shepherd is a community of 9,000+ authors and super readers sharing their favorite books with the world.

Shepherd is reader supported. When you buy books, we may earn an affiliate commission.

Multiple View Geometry in Computer Vision

By Richard Hartley, Andrew Zisserman,

Book cover of Multiple View Geometry in Computer Vision

Mark S. Nixon Author Of Feature Extraction and Image Processing for Computer Vision

From the list on computer vision from a veteran professor.

Who am I?

It’s been fantastic to work in computer vision, especially when it is used to build biometric systems. I and my 80 odd PhD students have pioneered systems that recognise people by the way they walk, by their ears, and many other new things too. To build the systems, we needed computer vision techniques and architectures, both of which work with complex real-world imagery. That’s what computer vision gives you: a capability to ‘see’ using a computer. I think we can still go a lot further: to give blind people sight, to enable better invasive surgery, to autonomise more of our industrial society, and to give us capabilities we never knew we’d have.

Mark's book list on computer vision from a veteran professor

Why did Mark love this book?

Adding perspective puzzled artists in the fourteenth century; analysing perspective is integral to applied computer vision. You might have seen Hawkeye in action: the principles by which it works are explained superbly within this book. It was the first of its kind to set this analysis in a lucid and compelling format. Richard and Andrew’s text will be on researchers’ bookshelves for many years for its bedrock description of how we analyse three-dimensional scenes.

By Richard Hartley, Andrew Zisserman,

Why should I read it?

1 author picked Multiple View Geometry in Computer Vision as one of their favorite books, and they share why you should read it.

What is this book about?

A basic problem in computer vision is to understand the structure of a real world scene given several images of it. Techniques for solving this problem are taken from projective geometry and photogrammetry. Here, the authors cover the geometric principles and their algebraic representation in terms of camera projection matrices, the fundamental matrix and the trifocal tensor. The theory and methods of computation of these entities are discussed with real examples, as is their use in the reconstruction of scenes from multiple images. The new edition features an extended introduction covering the key ideas in the book (which itself has…


Computer Vision

By Simon J. D. Prince,

Book cover of Computer Vision: Models, Learning, and Inference

Mark S. Nixon Author Of Feature Extraction and Image Processing for Computer Vision

From the list on computer vision from a veteran professor.

Who am I?

It’s been fantastic to work in computer vision, especially when it is used to build biometric systems. I and my 80 odd PhD students have pioneered systems that recognise people by the way they walk, by their ears, and many other new things too. To build the systems, we needed computer vision techniques and architectures, both of which work with complex real-world imagery. That’s what computer vision gives you: a capability to ‘see’ using a computer. I think we can still go a lot further: to give blind people sight, to enable better invasive surgery, to autonomise more of our industrial society, and to give us capabilities we never knew we’d have.

Mark's book list on computer vision from a veteran professor

Why did Mark love this book?

This fine book is about learning the relationships between what is seen in an image, and what is known about the world. It’s a counterpart to our book on feature extraction and it shows you what can be achieved with the features. It’s not for those who shy from maths, as is the case for all of the books here. So that you can build the techniques, Simon’s book also includes a wide variety of algorithms to help you on your way.

By Simon J. D. Prince,

Why should I read it?

1 author picked Computer Vision as one of their favorite books, and they share why you should read it.

What is this book about?

This modern treatment of computer vision focuses on learning and inference in probabilistic models as a unifying theme. It shows how to use training data to learn the relationships between the observed image data and the aspects of the world that we wish to estimate, such as the 3D structure or the object class, and how to exploit these relationships to make new inferences about the world from new image data. With minimal prerequisites, the book starts from the basics of probability and model fitting and works up to real examples that the reader can implement and modify to build…


Computer Vision

By Richard Szeliski,

Book cover of Computer Vision: Algorithms and Applications

Mark S. Nixon Author Of Feature Extraction and Image Processing for Computer Vision

From the list on computer vision from a veteran professor.

Who am I?

It’s been fantastic to work in computer vision, especially when it is used to build biometric systems. I and my 80 odd PhD students have pioneered systems that recognise people by the way they walk, by their ears, and many other new things too. To build the systems, we needed computer vision techniques and architectures, both of which work with complex real-world imagery. That’s what computer vision gives you: a capability to ‘see’ using a computer. I think we can still go a lot further: to give blind people sight, to enable better invasive surgery, to autonomise more of our industrial society, and to give us capabilities we never knew we’d have.

Mark's book list on computer vision from a veteran professor

Why did Mark love this book?

Richard’s authoritative leading textbook excellently describes the whole field of computer vision. It starts with the sensor, moves to image formation followed by feature extraction and grouping, and then by vision analysis. It’s pragmatic too, with excellent descriptions of applications. And there is a ton of support material. This is a mega textbook describing the whole field of computer vision.

By Richard Szeliski,

Why should I read it?

1 author picked Computer Vision as one of their favorite books, and they share why you should read it.

What is this book about?

Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.

More than just a source of "recipes," this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are…


Advanced Methods and Deep Learning in Computer Vision

By E.R. Davies (editor), Matthew Turk (editor),

Book cover of Advanced Methods and Deep Learning in Computer Vision

Mark S. Nixon Author Of Feature Extraction and Image Processing for Computer Vision

From the list on computer vision from a veteran professor.

Who am I?

It’s been fantastic to work in computer vision, especially when it is used to build biometric systems. I and my 80 odd PhD students have pioneered systems that recognise people by the way they walk, by their ears, and many other new things too. To build the systems, we needed computer vision techniques and architectures, both of which work with complex real-world imagery. That’s what computer vision gives you: a capability to ‘see’ using a computer. I think we can still go a lot further: to give blind people sight, to enable better invasive surgery, to autonomise more of our industrial society, and to give us capabilities we never knew we’d have.

Mark's book list on computer vision from a veteran professor

Why did Mark love this book?

The advances of deep learning have been awesome, and fast. It’s been hard for the textbooks to keep up, so it’s good to include one that describes the advances and state of art very well. It seems appropriate that it’s edited by two leading researchers who are Roy – who described computer vision systems implementations in a long series of excellent books – and Matt, whose work on face recognition revolutionised and transformed the progress of face recognition in the 1990s. This book gives you an image of where we are now in computer vision, and where we are going. 

By E.R. Davies (editor), Matthew Turk (editor),

Why should I read it?

1 author picked Advanced Methods and Deep Learning in Computer Vision as one of their favorite books, and they share why you should read it.

What is this book about?

Advanced Methods and Deep Learning in Computer Vision presents advanced computer vision methods, emphasizing machine and deep learning techniques that have emerged during the past 5-10 years. The book provides clear explanations of principles and algorithms supported with applications. Topics covered include machine learning, deep learning networks, generative adversarial networks, deep reinforcement learning, self-supervised learning, extraction of robust features, object detection, semantic segmentation, linguistic descriptions of images, visual search, visual tracking, 3D shape retrieval, image inpainting, novelty and anomaly detection.

This book provides easy learning for researchers and practitioners of advanced computer vision methods, but it is also suitable as…


Art and Illusion

By E.H. Gombrich,

Book cover of Art and Illusion: A Study in the Psychology of Pictorial Representation

Philip Steadman Author Of Vermeer's Camera: Uncovering the Truth Behind the Masterpieces

From the list on perspective, optics, and realistic illusion in art.

Who am I?

If I was asked to describe the central theme of my life's work in a phrase, it would be 'geometry in the arts'. I'm an architect originally, now a professor in London, and have always loved drawing and the art of perspective. In the 1990s I became fascinated with the idea that Johannes Vermeer used the camera obscura, an obsession that led to my book Vermeer's Camera. I'm now working on Canaletto's Camera. And I have ideas for yet another book, on perspective, to be called Points of View. I've chosen five books on these topics that I've found most thought-provoking and inspiring.

Philip's book list on perspective, optics, and realistic illusion in art

Why did Philip love this book?

Ernst Gombrich's masterpiece, published in 1960 and still in print, follows the drive in Western Art from Ancient Greece and Egypt to the present day, to achieve the illusion of realistic appearance in pictures. Kenneth Clark, himself a most accomplished art historian and writer, described Art and Illusion as 'One of the most brilliant books on art criticism I have ever read." I too admire the way the book combines great erudition with a clear conversational style and an ability to move beyond the usual confines of art history. Gombrich uses findings from psychology to illuminate his argument, supported with a surprising range of illustrations, not just from the fine arts, but from advertising, photography, caricature, and cartoons. Brilliant indeed.

By E.H. Gombrich,

Why should I read it?

1 author picked Art and Illusion as one of their favorite books, and they share why you should read it.

What is this book about?

Considered a great classic by all who seek for a meeting ground between science and the humanities, Art and Illusion examines the history and psychology of pictorial representation in light of present-day theories of visual perception information and learning. Searching for a rational explanation of the changing styles of art, Gombrich reexamines many ideas on the imitation of nature and the function of tradition. In testing his arguments he ranges over the history of art, noticing particularly the accomplishments of the ancient Greeks, and the visual discoveries of such masters as Leonardo da Vinci and Rembrandt, as well as the…


Visual Thinking

By Rudolf Arnheim,

Book cover of Visual Thinking

Frank Jacobus Author Of Archi Graphic: An Infographic Look at Architecture

From the list on design sensing.

Who am I?

I'm a designer, a teacher, a father, a husband, and a friend. I love beautiful things and personally want to know why I find certain things more beautiful than others. I love learning about the world and finding connections between everyday experience and art. When I say “art” I really am blending art, design, architecture, landscape architecture, product design, etc. I believe everything is connected in some way. If I were to pigeonhole myself in any way I would call myself a generalist design thinker. I draw, I write, I make little objects, I make big objects – I see very little difference in any of these things.

Frank's book list on design sensing

Why did Frank love this book?

This book outlines how the visual field operates at a psychological level.

I am an architect and cannot believe that we don’t teach straight from this and other Arnheim books more often. If you want to know what is happening to you, why you get chills up your spine when looking at art, read this book.

Arnheim is a psychologist, not a designer, so he breaks art down from this perspective.

By Rudolf Arnheim,

Why should I read it?

1 author picked Visual Thinking as one of their favorite books, and they share why you should read it.

What is this book about?

For thirty-five years Visual Thinking has been the gold standard for art educators, psychologists, and general readers alike. In this seminal work, Arnheim, author of "The Dynamics of Architectural Form", "Film as Art", "Toward a Psychology of Art", and "Art and Visual Perception", asserts that all thinking (not just thinking related to art) is basically perceptual in nature, and that the ancient dichotomy between seeing and thinking, between perceiving and reasoning, is false and misleading. This is an indispensable tool for students and for those interested in the arts.


About Looking

By John Berger,

Book cover of About Looking

Sallie Tisdale Author Of The Lie about the Truck: Survivor, Reality TV, and the Endless Gaze

From the list on the existential crisis of looking in a mirror.

Who am I?

As a writer, I’ve always been interested in ambiguity and ambivalence. How does that apply to the self? What does it mean to present myself to others? How do I appear to the world and how close is that to what I see myself to be? Are we ever truly seen—or willing to be seen? In a world where cameras exist everywhere and we are encouraged to record rather than simply be, how do we look in a mirror? Hannah Arendt said that we could tell reality from falsehood because reality endures. But I feel that nothing I experience endures; nothing remains the same, including the reflection. If anything lasts, it may be my own make-believe. Everything I write is, in some way, this question. Who is that?

Sallie's book list on the existential crisis of looking in a mirror

Why did Sallie love this book?

This is a book of essays about the act of looking, especially looking at photographs and paintings and animals and other people. Thus these are essays about history, memory, suffering, beauty, and the self. Berger had a generous spirit; he wrote often about the lives of peasants and spent the last forty years of his life in rural France. Berger gazed upon the world in all its forms with composure and curiosity. 

By John Berger,

Why should I read it?

1 author picked About Looking as one of their favorite books, and they share why you should read it.

What is this book about?

As a novelist, essayist, and cultural historian, John Berger is a writer of dazzling eloquence and arresting insight whose work amounts to a subtle, powerful critique of the canons of our civilization. In About Looking he explores our role as observers to reveal new layers of meaning in what we see. How do the animals we look at in zoos remind us of a relationship between man and beast all but lost in the twentieth century? What is it about looking at war photographs that doubles their already potent violence? How do the nudes of Rodin betray the threats to…


Techniques of the Observer

By Jonathan Crary,

Book cover of Techniques of the Observer: On Vision and Modernity in the 19th Century

Barry Sandywell Author Of Dictionary of Visual Discourse: A Dialectical Lexicon of Terms

From the list on beginning the study of visual culture.

Who am I?

I'm currently an Honorary Fellow in Social Theory at the University of York, U.K. For more than five decades I've been working to promote more reflexive perspectives in philosophy, sociology, social theory, and sociological research. I've written and edited many books in the field of social theory with particular emphasis upon questions of culture and critical research in the expanding field of visual culture. Recent projects include Interpreting Visual Culture (with Ian Heywood), The Handbook of Visual Culture, and an edited multi-volume textbook to be published by Bloomsbury, The Bloomsbury Encyclopedia of Visual Culture. The passion to understand the thought and visual culture of both the ancient and modern world continues to inform my work. 

Barry's book list on beginning the study of visual culture

Why did Barry love this book?

Crary’s work provides a theoretical and empirically informed synthesis of the work of theorists like Berger, Debord, Baudrillard, Barthes, and Sontag. Like these earlier writers, the technological transformations of visual culture are at the heart of the social transformations of the modern world. To understand modernity is thus first to make sense of its visual logics, procedures, and practices. This general argument allowed the author to enter the granular historical details of how seeing and 'observation’ have become essential to the concerns of modern life. What he calls 'techniques of the observer’ are in fact the core sensory apparatus that has helped to shape the institutions and practices of modern life.

What can be visualized is correlated to the technical affordances and historical development of representational practices. This makes technologies of the visual central to social analysis. Some of the most powerful drivers of modern life are thus linked to…

By Jonathan Crary,

Why should I read it?

1 author picked Techniques of the Observer as one of their favorite books, and they share why you should read it.

What is this book about?

Jonathan Crary's Techniques of the Observer provides a dramatically new perspective on the visual culture of the nineteenth century, reassessing problems of both visual modernism and social modernity. This analysis of the historical formation of the observer is a compelling account of the prehistory of the society of the spectacle.

In Techniques of the Observer Jonathan Crary provides a dramatically new perspective on the visual culture of the nineteenth century, reassessing problems of both visual modernism and social modernity.

Inverting conventional approaches, Crary considers the problem of visuality not through the study of art works and images, but by analyzing…


Book cover of Drawing on the Right Side of the Brain

Carole Massey Author Of Drawing for the Absolute Beginner

From the list on how to draw.

Who am I?

I have always loved to draw ever since my Dad used to sit drawing with me at the kitchen table when I was little. At Art School we had to spend the first six weeks doing a daily life drawing class before being allowed to pick up a paintbrush! I then studied graphic design setting up my own business, at a time when, without computers, drawing was essential for presenting layout and design. Nowadays, I’m constantly instilling in my students the importance of drawing and sketching. Having been a professional artist all my working life, drawing has been a fundamental element in every way, and all the way.

Carole's book list on how to draw

Why did Carole love this book?

If you think you can’t draw, then read this book! It’s a bible for anyone wanting to draw, and is by all accounts “the world's most widely used drawing instruction book.” If you want to start drawing or have been unable to get much beyond a “childlike level,” the exercises in this book will help you gain those skills you have always sought.

I often use the “Upside down Drawing” exercise with my portrait classes; my students are usually astounded at how quickly and accurately they can produce a likeness! This is a fascinating book and whether you are an experienced artist or just starting, it will give you inspiring confidence and deepen your artistic perception.

By Betty Edwards,

Why should I read it?

1 author picked Drawing on the Right Side of the Brain as one of their favorite books, and they share why you should read it.

What is this book about?

OVER 3 MILLION COPIES SOLD WORLDWIDE

'You will quickly amaze and delight yourself. Hands down the best and most life-enhancing thing I've done in lockdown' India Knight, Sunday Times

Drawing on the Right Side of the Brain is the world's most widely used drawing instruction book. Whether you are a professional, a student, or enjoy art as a hobby, Betty Edwards' practical step-by-step guide will give you greater confidence in your ability, deepen your artistic perception and provide a new way to appreciate the way you perceive the world around you.

This groundbreaking guide includes:
- Expert advice on materials…


Book cover of Curvilinear Perspective from Visual Space to the Constructed Image

Jason Cheeseman-Meyer Author Of Vanishing Point: Perspective for Comics from the Ground Up

From the list on for people who draw people.

Who am I?

Drawing and painting people has been my passion and my profession for a couple of decades now. Fine art, comic books, animation, illustration – as long as I'm drawing people, I'm happy. I love the challenge of trying to capture (or create) a living, breathing, thinking person on paper. And I love talking about art books with other artists. Which ones are great, which ones miss the mark, which ones have tiny hidden gems in them. This list is a mix of books I love, and books I heartily recommend.

Jason's book list on for people who draw people

Why did Jason love this book?

This is my list so I wanted to include this book that was so key to me. This is an art book, but it's a very math-y art book with very few illustrations and almost no how-to step-by-step illustrations. It has pages and pages of “to draw a line from 30 degrees above the horizon and 15 degrees to the left of center etc. etc. etc.” text. It's a dense read, but it was the book that solved six-point perspective for me, which was a topic I'd been working feverishly on for a solid year and couldn't quite nail on my own. It really opened up my understanding of perspective, especially curvilinear perspective drawing. I owe this book (and Flocon and Barre) a lot.

By Albert Flocon, André Barre,

Why should I read it?

1 author picked Curvilinear Perspective from Visual Space to the Constructed Image as one of their favorite books, and they share why you should read it.

What is this book about?

Text: English, French (translation)


5 book lists we think you will like!

Interested in visual perception, mathematical models, and data processing?

9,000+ authors have recommended their favorite books and what they love about them. Browse their picks for the best books about visual perception, mathematical models, and data processing.

Visual Perception Explore 14 books about visual perception
Mathematical Models Explore 21 books about mathematical models
Data Processing Explore 23 books about data processing